{"id":"W2497487470","doi":"10.1142/9789814293501_0040","title":"Introduction to the Utility Foundations of Kelly","year":2011,"lang":"en","type":"book-chapter","venue":"World Scientific handbook in financial economic series","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001203409,0.0007875909,0.0006290313,0.0009725842,0.0009087364,0.002956477,0.001073201,0.001533116,0.0189656],"category_scores_gemma":[0.003910366,0.0005120302,0.0007348092,0.001673801,0.003632043,0.00504898,0.001059001,0.003636838,0.005297222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003143151,"about_ca_system_score_gemma":0.001500155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003254808,"about_ca_topic_score_gemma":0.002352894,"domain_scores_codex":[0.9994325,0.0001889314,0.00003044784,0.00009226214,0.0001874524,0.00006833473],"domain_scores_gemma":[0.9988432,0.0008158102,0.00004720464,0.00007413079,0.0001829859,0.00003668382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004280447,0.000005307336,0.00002091946,0.00003228632,0.000001718761,0.00001847393,0.00009556136,0.0004485173,0.00004327818,0.981361,0.008870008,0.009098705],"study_design_scores_gemma":[0.000002495636,0.000006652504,0.00006345889,0.00007679953,0.000002917285,0.00006001163,0.00003677706,0.001283162,0.00007582506,0.9038917,0.09448928,0.00001087593],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003031748,0.02699704,0.2449312,0.01155205,0.001798791,0.00008366852,0.0005717074,0.0003525921,0.7106812],"genre_scores_gemma":[0.3086526,0.06059678,0.1444333,0.008360052,0.004781445,0.0005158922,0.0004711442,0.0006401532,0.4715486],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0189656,"threshold_uncertainty_score":0.06344628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05596559523796232,"score_gpt":0.3218454736427278,"score_spread":0.2658798784047655,"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."}}