Mathematical Goalscorer Football Predictions for Yesterday

Mathematical goalscorer predictions for Yesterday with AI scoring probabilities for players across top football leagues.

125 matches available • Updated in real-time

Teams
Score
Weather
Players
Prediction %
Finished
- Feb 3 23:15
BaianoBrB
Alagoinhas Atlético BA
Juazeirense
1
2
Weather27°
Miller
Douglas Nathan
10%
10%
Finished
- Feb 3 23:00
Liga ProfesionalAr1
CA Banfield
Estudiantes Río Cuarto
2
1
Weather35°
0-1
1.5
Finished
- Feb 3 23:00
CearenseBrC
Maranguape CE
Pague Menos
3
2
Weather26°
0-2
1.9
Finished
- Feb 3 23:00
SergipanoBrS
Falcon
Atlética Gloriense SE
2
1
Weather27°
Fábio Júnior
Geovani Geralcino Monteiro Lima
Patrick Torelli
25%
18%
16%
Finished
- Feb 3 22:30
CapixabaBrC
Rio Branco-VN
Vilavelhense ES
0
1
Weather23°
Guilherme Teixeira Santos
Guilherme Rodrigues
Juninho
38%
28%
21%
Finished
- Feb 3 21:00
Premier LeagueMt1
Birkirkara FC
Tarxien Rainbows
5
0
Weather16°
Franklin Olanitori Sasere
Donovan Makoma
Nhayson
21%
19%
19%
Finished
- Feb 3 21:00
Reserve LeagueArR
Newell's Old Boys Res.
Huracán Res.
1
4
Weather38°
Scarpeccio
Misael Jaime
Juan Saman
8%
8%
8%
Finished
- Feb 3 21:00
Reserve LeagueArR
San Lorenzo Res.
Rosario Central Res.
2
1
Weather34°
Alan Salas
Matías Hernández
Valentín Nicolás Escalante
10%
8%
8%
Finished
- Feb 3 21:00
Reserve LeagueArR
Deportivo Riestra Res.
Independiente Res.
3
0
Weather34°
Felipe Tempone
Alan Laprida
Josias Palais
13%
10%
9%
Finished
- Feb 3 21:00
Scottish PremiershipSc1
St Mirren
Hearts
1
0
Weather3°
Cláudio Braga
Lawrence Shankland
Pierre Landry Kabore
37%
32%
16%
Finished
- Feb 3 21:00
Liga de AscensoCr2
Cariari Pococí
Escorpiones Belén
1
2
Weather19°
1-2
3.8
Finished
- Feb 3 21:00
Liga de AscensoCr2
Quepos Cambute
Deportivo Upala
4
1
Weather29°
3-1
3.9
Finished
- Feb 3 21:00
Reserve LeagueArR
Gimnasia Esgrima Res.
Unión Santa Fe Res.
1
0
Weather37°
Jorge Salustiano de Asís
Cayetano Bolzan
Juan Cruz Cortazzo
22%
13%
10%
Finished
- Feb 3 21:00
Reserve LeagueArR
Colón Res.
Estudiantes La Plata Res.
0
0
Weather36°
Lucas Cornejo
Ojeda
Benjamin Sagues Barreiro
17%
11%
9%
Finished
- Feb 3 21:00
Reserve LeagueArR
Aldosivi Res.
Atlético Tucumán Res.
1
2
Weather25°
Nazar
Pimienta
Lucio Falasco
10%
10%
10%
Finished
- Feb 3 13:30
Persian Gulf Pro LeagueIr1
Persepolis FC
Chadormalu SC
1
0
Weather14°
Ali Alipour
Oston Urunov
Soroush Rafiei
24%
11%
11%
Finished
- Feb 3 13:30
Premier LeagueJm
Arnett Gardens
Dunbeholden FC
1
0
Weather17°
1-1
2.1
Finished
- Feb 3 12:30
League 1Ir2
Sanat Naft AC
Nassaji Mazandaran
2
1
Weather23°
1-1
2.3
Finished
- Feb 3 12:30
Persian Gulf Pro LeagueIr1
Gol Gohar
Malavan FC
1
0
Weather17°
Mehdi Tikdari
Pouria Shahrabadi
Mohammad Alinejad Hosseinabad
18%
14%
10%
Finished
- Feb 3 12:00
Premier LeagueSy1
Hurriya Aleppo
Wahda Damascus
1
2
Weather14°
Ali Bashmani
Osama Omari
Zid Gharir
28%
28%
22%
Upcoming
- Feb 3 09:45
Federation CupBdC
Brothers Union
PWD Sports Club
-
-
Weather25°
0-0
1.3
Upcoming
- Feb 3 09:45
Federation CupBdC
Rahmatganj MFS
Abahani Dhaka
-
-
Weather25°
1-3
2.6
Finished
- Feb 3 08:45
NPL Premier DivisionNPL
Ashton United
Gainsborough
0
3
Weather1°
Jonathon Margetts
Sisa Tuntulwana
Luca Navarro
25%
19%
16%
Finished
- Feb 3 08:45
National LeagueNL
Forest Green
Woking
4
2
Weather6°
Kyle McAllister
Jili Buyabu
Ricardo Rees
22%
19%
18%
Finished
- Feb 3 08:45
ChampionshipCH
Blackburn Rovers
Sheffield Wednesday
1
0
Weather8°
Andri Gudjohnsen
Yuki Ohashi
Todd Cantwell
21%
19%
17%
Finished
- Feb 3 08:45
National LeagueNL
Rochdale
Boreham Wood
4
1
Weather4°
Matt Rush
Emmanuel Dieseruvwe
Zak Brunt
42%
39%
25%
Upcoming
- Feb 3 08:45
Irish League CupNIL
Glentoran Belfast
Coleraine FC
-
-
Weather7°
2-2
2.7
Finished
- Feb 3 08:45
Challenge CupScC
Arbroath FC
Airdrieonians FC
2
2
Weather5°
3-1
2.7
Upcoming
- Feb 3 08:45
NIFL ChampionshipNI2
Ards FC
Newington YC
-
-
Weather12°
Donnelly
Donnelly
Connor Maxwell
38%
17%
17%
Finished
- Feb 3 08:45
ChampionshipSc2
Queen's Park FC
Ross County
0
1
Weather2°
Ronan Hale
Jordan White
Ronan Aiden Connolly Shea Chapman Hale
24%
21%
19%
Finished
- Feb 3 08:45
National League N.NLn
King's Lynn
Southport
2
0
Weather4°
Michael Gyasi
Jordan Slew
Reece Hall-Johnson
19%
18%
16%
Finished
- Feb 3 08:45
League OneL1
Barnsley
Northampton Town
2
2
Weather10°
Keillor-Dunn
David McGoldrick
Reyes Cleary
39%
15%
15%
Finished
- Feb 3 08:45
Serie AIt1
Bologna
Milan
0
3
Weather5°
Christian Pulisic
Riccardo Orsolini
Rafael Leão
30%
22%
21%
Finished
- Feb 3 08:45
NIFL PremiershipNI1
Carrick Rangers
Bangor FC
3
2
Weather14°
Paul Heatley
Danny Gibson
Adam Lecky
38%
26%
25%
Finished
- Feb 3 08:45
SPL Premier DivisionSPL
Yate Town
Hungerford Town
6
2
Weather2°
Marlon Jackson
Corey Evans
Chris Zebroski
22%
15%
14%
Finished
- Feb 3 08:45
SPL Premier DivisionSPL
Quorn
Stamford
2
0
Weather8°
Zak Goodson
Simeon Cobourne
Cain Noble
42%
26%
12%
Finished
- Feb 3 08:45
National League S.NLs
Dover Athletic
Torquay United
2
3
Weather1°
Jordan Young
Dennis
Kenny Coker
33%
30%
18%
Finished
- Feb 3 08:45
National League N.NLn
Spennymoor Town
AFC Telford Utd
0
2
Weather0°
Taylor
Adan George
Remi Walker
31%
24%
22%
Finished
- Feb 3 08:45
National League N.NLn
Radcliffe Borough
Oxford City
1
0
Weather1°
Rio Cragg
Michael Afuye
Jordan Hulme
33%
26%
20%
Finished
- Feb 3 08:45
National LeagueNL
Altrincham
Morecambe
1
1
Weather2°
Jimmy Knowles
Ollie Crankshaw
Kahrel Reddin
22%
17%
14%
Finished
- Feb 3 08:45
National League N.NLn
Chorley FC
Leamington
1
1
Weather2°
Jack Sampson
Craig Hewitt
Harry Ibbitson
17%
17%
16%
Finished
- Feb 3 08:45
ChampionshipCH
Hull City
Watford
0
0
Weather-1°
Imrân Louza
Tom Ince
Luca Kjerrumgaard
20%
20%
18%
Finished
- Feb 3 08:45
ChampionshipCH
Sheffield United
Oxford United
3
1
Weather1°
Patrick Bamford
Tom Cannon
Tyrese Campbell
25%
16%
16%
Finished
- Feb 3 08:45
League TwoL2
Barnet
Crewe Alexandra
1
1
Weather1°
Josh March
Emre Tezgel
Mark Shelton
22%
22%
19%
Finished
- Feb 3 08:45
League TwoL2
Harrogate Town
Swindon Town
0
1
Weather1°
Aaron Drinan
Joe Snowdon
Ollie Palmer
33%
15%
14%
Finished
- Feb 3 08:45
League TwoL2
Notts County
Gillingham
1
0
Weather2°
Matthew Dennis
Alassana Jatta
Tyrese Hall
31%
25%
16%
Finished
- Feb 3 08:45
SPL Premier DivisionSPL
Bury Town
Leiston FC
1
1
Weather0°
Jamie McGrath
Adam Mills
Kevin Blois
25%
18%
18%
Finished
- Feb 3 08:45
SPL Premier DivisionSPL
Needham Market
AFC Sudbury
4
2
Weather0°
Joe Neal
Luke Ingram
Kien Connelly
28%
25%
21%
Finished
- Feb 3 08:45
National League N.NLn
Curzon Ashton
Bedford Town
2
2
Weather1°
Tyrone Marsh
Ellis Brown
Charlie Weston
49%
17%
16%
Finished
- Feb 3 08:45
National League S.NLs
Ebbsfleet Utd
Hemel Hempstead
2
2
Weather10°
0-0
2.0
Finished
- Feb 3 08:45
National League N.NLn
AFC Fylde
Peterborough Sports
5
2
Weather8°
Danny Ormerod
Jonathan Ustabasi
Thomas
50%
29%
20%
Finished
- Feb 3 08:45
National League N.NLn
Macclesfield
Kidderminster
5
1
Weather6°
Emeka Obi
Amari Morgan-Smith
David Davis
18%
12%
12%
Finished
- Feb 3 08:45
League TwoL2
Bristol Rovers
Walsall FC
2
0
Weather4°
Daniel Kanu
Fabrizio Cavegn
Aaron Pressley
29%
23%
13%
Finished
- Feb 3 08:45
League OneL1
Burton Albion
Doncaster Rovers
1
2
Weather2°
Owen Bailey
Jake Beesley
Shade
24%
21%
17%
Finished
- Feb 3 08:45
NPL Premier DivisionNPL
Guiseley AFC
Bamber Bridge
0
2
Weather1°
Jordan Thewlis
Ewan Bange
Kofi Moore
40%
39%
17%
Finished
- Feb 3 08:45
NPL Premier DivisionNPL
Lancaster City
Hyde FC
1
1
Weather3°
Steven Yawson
Evangelinos
Charlie Bailey
17%
12%
11%
Finished
- Feb 3 08:45
NPL Premier DivisionNPL
Warrington Rylands
Rushall Olympic
3
0
Weather4°
Jake Burton
George Waring
Alex Kiwomya
20%
18%
17%
Finished
- Feb 3 08:45
NPL Premier DivisionNPL
Cleethorpes Town
Warrington Town
4
1
Weather4°
Walker
Max Thompson
Adam Haw
15%
13%
13%
Finished
- Feb 3 08:30
EkstraklasaPl1
Piast Gliwice
Lech Poznan
1
0
Weather23°
Mikael Ishak
Filip Szymczak
Gisli Gottskalk Thordarson
66%
47%
47%
Finished
- Feb 3 08:00
League OneL1
Port Vale
AFC Wimbledon
0
1
Weather5°
Marcus Browne
Devante Cole
Mathew Stevens
28%
18%
13%
Finished
- Feb 3 08:00
Eerste DivisieNl2
FC Dordrecht
Helmond Sport
3
0
Weather3°
Yannick Eduardo
Maik Lukowicz
Labinot Bajrami
36%
28%
19%
Finished
- Feb 3 08:00
Prva LigaSi1
NK Bravo
ND Mura
0
2
Weather4°
Aldin Jakupović
Martin Pečar
Vizinger
30%
26%
22%
Finished
- Feb 3 07:30
Liga 1Ro1
FC Hermannstadt
Rapid Bucuresti
0
3
Weather1°
Alexandru Dobre
Elvir Koljic
Claudiu Petrila
40%
11%
10%
Finished
- Feb 3 07:00
Premier LeagueMt1
Gzira United
Hamrun Spartans
0
0
Weather15°
Joseph Mbong
Matías Nicolás García
Damir Céter
15%
14%
14%
Finished
- Feb 3 07:00
Premier LeagueEg1
NBE
Ahly Cairo
1
1
Weather17°
0-0
0.9
Finished
- Feb 3 07:00
State CupIlC
Maccabi Haifa
Kafr Qasim
2
0
Weather16°
1-0
2.5
Finished
- Feb 3 06:30
Saudi Pro LeagueSa1
Al Khaleej Club
Qadisiya Khubar
0
1
Weather20°
Julián Quiñones
Joshua King
Georgios Masouras
80%
57%
48%
Finished
- Feb 3 06:30
Premier LeagueZa1
AmaZulu FC
Orlando Pirates
0
2
Weather25°
Hendrick Ekstein
Thandolwenkosi Methuseli Ngwenya
Allan
29%
21%
16%
Finished
- Feb 3 06:30
Saudi Pro LeagueSa1
Ettifaq FC
Taawoun
1
0
Weather20°
Roger Martínez
Musa Barrow
Waleed Al-Ahmad
66%
18%
17%
Finished
- Feb 3 06:30
Premier LeagueMt1
Marsaxlokk
Sliema Wanderers
1
1
Weather16°
Dodo
Marcelo Santos
Tsoumou
27%
11%
11%
Finished
- Feb 3 05:30
Premier LeagueLy1
Tahaddy Benghazi
Al Andalus
2
0
Weather18°
2-0
1.0
Finished
- Feb 3 05:30
Prva LigaSi1
FC Koper
NK Primorje
2
1
Weather10°
Andraz Ruedl
Josip Ilicic
Leo Rimac
35%
30%
28%
Finished
- Feb 3 05:00
GFA LeagueGm1
Team Rhino
Dutch Lions
0
0
Weather27°
1-1
1.6
Finished
- Feb 3 05:00
GFA LeagueGm1
BST Galaxy
Falcons
2
2
Weather21°
0-0
1.5
Finished
- Feb 3 05:00
BhC
Al Khaldiya
Al Hala
7
0
Weather20°
3-1
3.5
Finished
- Feb 3 05:00
GFA LeagueGm1
Medina United
Steve Biko FC
2
2
Weather21°
0-0
0.6
Finished
- Feb 3 05:00
BhC
Ittifaq Maqaba
Sitra Club
2
0
Weather20°
1-3
2.8
Finished
- Feb 3 05:00
Liga 1Ro1
Univ Cluj-Napoca
Arges Pitesti
3
1
Weather1°
Ricardo Matos
Jovo Lukić
Leard Sadriu
17%
15%
12%
Finished
- Feb 3 05:00
Ligue 1Dz1
CS Constantine
ES Mostaganem
2
1
Weather11°
Abdennour Belhocini
Brahim Dib
Brahim Dib
15%
14%
13%
Finished
- Feb 3 05:00
Ligue 1Dz1
MC Oran
Olympique Akbou
0
1
Weather12°
Gherbi
Merouane Dahar
Ramdane Hitala
12%
12%
11%
Finished
- Feb 3 05:00
GFA LeagueGm1
Bombada
Hawks
4
3
Weather21°
0-1
1.8
Finished
- Feb 3 05:00
GFA LeagueGm1
Hart Academy
Gambia Ports A.
3
2
Weather38°
0-0
0.7
Finished
- Feb 3 04:45
Saudi Pro LeagueSa1
Damak
Al Kholood Club
0
0
Weather18°
Ramiro Enrique
Valentín Vada
Hattan Bahebri
45%
21%
17%
Finished
- Feb 3 04:30
Premier LeagueJO1
Wihdat Amman
Ahli Amman
0
0
Weather9°
Amer Jamous
Mohannad Semreen
Ahmad Al-Harahsha
17%
15%
11%
Finished
- Feb 3 04:05
1st DivisionSa2
Al Adalah
Al Ta'i
1
3
Weather25°
Törles Knöll
Ranga Chivaviro
Nawaf Bouamer
42%
25%
16%
Finished
- Feb 3 04:00
Q LeagueQa2
Lusail City FC
Al Waab SC
1
2
Weather21°
Zavoshi
Abdullah Al Karatly
Roustaei
19%
18%
18%
Finished
- Feb 3 04:00
Q LeagueQa2
Muaither SC
Khor SC
1
1
Weather21°
Abdullah Mohammed
Luque
Gomes
33%
26%
17%
Finished
- Feb 3 04:00
Q LeagueQa2
Mesaimeer SC
Markhiya SC
0
0
Weather21°
Lucão
Thiam
Lucao
52%
41%
37%
Finished
- Feb 3 04:00
Q LeagueQa2
Al Bidda SC
Kharaitiyat
0
2
Weather21°
Jordan Gele
Qasmi
Christopher Boniface
36%
29%
26%
Finished
- Feb 3 03:00
Liga 1Ro1
Petrolul Ploiesti
Unirea Slobozia
1
0
Weather-2°
Gheorghe Grozav
Adi Chică-Roșă
Gheorghe Grozav
13%
10%
7%
Finished
- Feb 3 02:30
Primera ACo1
Deportivo Pereira
Junior Barranquilla
2
3
Weather14°
Jermein Peña
Teófilo Gutiérrez
Marco Pérez
36%
36%
18%
Finished
- Feb 3 02:30
Football LeaguePa1
Veraguas CD
San Francisco FC
1
0
Weather23°
Rolando Blackburn
Keny Bonilla
Carlos Rivera
21%
14%
13%
Finished
- Feb 3 02:30
Premier LeagueLy1
Ittihad Gharyan SC
Olympic Zawiya
1
4
Weather20°
0-1
1.5
Finished
- Feb 3 02:30
Premier LeagueLy1
Tersana Tripoli
Shabab Al-Ghar
1
2
Weather22°
2-2
3.0
Finished
- Feb 3 02:15
1st DivisionSa2
Al Ula
Al Arabi (KSA)
2
1
Weather30°
Efthymios Koulouris
Cristian Guanca
Ayman Al-Khulaif
72%
40%
19%
Finished
- Feb 3 02:00
Premier LeagueLy1
Khaleej Sirte
Al Wefaq Ajdabiyah
2
2
Weather23°
3-0
2.5
Finished
- Feb 3 02:00
Liga ProfesionalAr1
Argentinos Juniors
Belgrano Córdoba
0
0
Weather29°
Tomás Molina
Alan Lescano
Fernández
27%
15%
12%
Finished
- Feb 3 02:00
Liga ProfesionalAr1
Unión Santa Fe
Gimnasia Mendoza
4
0
Weather22°
Valentino Simoni
4%
Finished
- Feb 3 02:00
Premier LeagueJO1
Sama Al Sarhan
Jazeera Amman
0
1
Weather13°
Yaseen Al-Bakhit
Ibrahim Al Jawabri
Omar Qandeel
16%
15%
12%
Finished
- Feb 3 02:00
1st DivisionSa2
Al Oruba (KSA)
Abha Club
1
2
Weather21°
Sylla Sow
Simy
Muralha
77%
57%
19%
Showing 100 of 125 matches

Mathematical Goalscorer Football Predictions for 3 February

Welcome to our comprehensive football predictions article, where statistical probability modeling meets expert analysis. Here, you'll find a detailed breakdown of key matches taking place on 3 February, providing insights and evaluations driven by data analytics.

What This Page Provides

Our predictions aim to offer readers a data-driven approach to football analysis. By leveraging mathematical models, we provide probabilities and insights into upcoming matches, helping you make informed decisions. Expect a blend of statistical evaluations and expert commentary.

Predictions Overview

Rank Time Competition / League Event / Match Prediction Probability / Confidence Odds / Metrics
1 21:45 Challenge Cup Arbroath FC vs Airdrieonians FC Draw 0% N/A
2 21:45 Serie A Bologna vs Milan Milan Win 0% N/A
3 20:00 State Cup Maccabi Haifa vs Kafr Qasim Maccabi Haifa Win 0% N/A
4 19:45 Championship Blackburn Rovers vs Sheffield Wednesday Blackburn Win 0% N/A
5 19:45 National League Forest Green vs Woking Forest Green Win 0% N/A
6 19:45 SPL Premier Division Real Bedford vs Harborough Town Real Bedford Win 0% N/A
7 19:45 National League Rochdale vs Boreham Wood Rochdale Win 0% N/A
8 19:45 National League S. Enfield Town vs Hampton FC Draw 0% N/A
9 19:45 Championship Portsmouth vs Ipswich Town Draw 0% N/A
10 19:45 NPL Premier Division Guiseley AFC vs Bamber Bridge Guiseley Win 0% N/A

Full Event-by-Event Breakdown

Featured Events (Top 3 by Probability)

Maccabi Haifa vs Kafr Qasim

This State Cup clash sees Maccabi Haifa, a dominant force in Israeli football, face off against Kafr Qasim. Our models suggest a strong probability for a Maccabi Haifa victory given their superior squad depth and recent form. Despite a 0% confidence rating, historical data indicates a favorable outcome for the home side.

Bologna vs Milan

In Serie A action, Milan travels to Bologna with an eye on securing crucial points in the title race. While the confidence metric stands at 0%, Milan's recent performances and squad strength suggest they are well-positioned to claim victory. Caution is advised due to Bologna's potential to challenge top teams.

Arbroath FC vs Airdrieonians FC

The Challenge Cup match presents a closely contested fixture between Arbroath FC and Airdrieonians FC. Despite the 0% confidence, statistical models highlight a draw as the most probable outcome, given the evenly matched nature of both teams in past encounters.

Remaining Events

Blackburn Rovers vs Sheffield Wednesday

In the Championship, Blackburn Rovers host Sheffield Wednesday. Our analysis suggests a Blackburn victory, leveraging their home advantage and recent form. However, the 0% confidence indicates a need for caution given the unpredictable nature of the league.

Forest Green vs Woking

The National League sees Forest Green taking on Woking, with predictions favoring a home win. Despite the 0% confidence, Forest Green's consistent performances provide an edge in this matchup.

Real Bedford vs Harborough Town

In the SPL Premier Division, Real Bedford is expected to triumph over Harborough Town. Although confidence is at 0%, Real Bedford's home record offers optimism for their supporters.

Rochdale vs Boreham Wood

Rochdale faces Boreham Wood in the National League, with Rochdale favored to secure the win. The 0% confidence indicates potential volatility, yet Rochdale's recent form could prove decisive.

Enfield Town vs Hampton FC

In the National League South, Enfield Town and Hampton FC are predicted to share the spoils. Despite the 0% confidence, their historical encounters suggest a draw is likely.

Portsmouth vs Ipswich Town

Championship action sees Portsmouth welcoming Ipswich Town. A draw is on the cards according to our models, though the 0% confidence rating highlights the inherent unpredictability of the matchup.

Guiseley AFC vs Bamber Bridge

Guiseley AFC is poised to defeat Bamber Bridge in the NPL Premier Division. Despite the 0% confidence, Guiseley's superior form and home advantage could be decisive factors.

Model & Accuracy Overview

Our prediction systems utilize a variety of data, including team performance metrics, historical records, and player statistics. Probabilities are generated using complex algorithms designed to process this data and produce reliable insights. Accuracy is continually evaluated through backtesting and real-world performance analysis.

FAQ Section

How should predictions be interpreted? Predictions provide a probabilistic view of outcomes based on data analysis and should be considered as one of several factors when evaluating matches.

What do confidence ratings mean? Confidence ratings indicate the model's certainty in its predictions, though external factors can influence actual outcomes.

How do prediction models differ from subjective expert picks? Models rely on data and statistical analysis, whereas expert picks may incorporate personal judgment and experience.

How can predictions be used effectively? Integrate predictions with other research to form a well-rounded view of potential outcomes, considering both data-driven insights and external variables.

Final Recommendations

For those seeking the safest selections, Maccabi Haifa and Milan offer strong prospects based on statistical analysis. These matches, alongside Arbroath's draw potential, represent high-confidence selections. Our overall analysis indicates a balanced approach, combining statistical insights with an awareness of underlying unpredictability, is essential for effective decision-making.