{"id":"W7117477864","doi":"10.13140/rg.2.2.17613.09441","title":"Student Investment Fund Conference 2025 - Student Managed Investment Fund - Toronto Metropolitan University","year":2025,"lang":"en","type":"article","venue":"","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Investment (military); Investment fund; Manager of managers fund; Investment banking","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002389675,0.0009187651,0.0005425962,0.0009355355,0.003976243,0.006498332,0.001247435,0.007865614,0.1051163],"category_scores_gemma":[0.002813359,0.0004585012,0.0005927721,0.001056621,0.0007913276,0.001122061,0.002270733,0.003115826,0.01325042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02867,"about_ca_system_score_gemma":0.09471467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7421737,"about_ca_topic_score_gemma":0.9098531,"domain_scores_codex":[0.9977569,0.0001246783,0.00005684136,0.0001430459,0.001016666,0.0009018353],"domain_scores_gemma":[0.9966708,0.0001146026,0.00007220935,0.00007042236,0.00105446,0.002017517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005316198,0.00002783936,0.0006589954,0.00004502755,0.000005876719,0.00008921196,0.0001196443,0.00008472089,0.0001414579,0.008606868,0.9840758,0.006091315],"study_design_scores_gemma":[0.00002743566,0.00001672548,0.005762574,0.00007051315,0.00000509721,0.00001971732,0.000311221,0.0001680858,0.0001916117,0.0004278497,0.9929867,0.00001243049],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02999545,0.01736012,0.0009956142,0.2236411,0.03631554,0.0008624915,0.02147161,0.0005417755,0.6688164],"genre_scores_gemma":[0.02473149,0.0013075,0.0004741903,0.003000035,0.0009642548,0.00008384972,0.002496127,0.00006748858,0.9668752],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2578263,"threshold_uncertainty_score":0.5186894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04799668691375624,"score_gpt":0.3458071404261123,"score_spread":0.2978104535123561,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}