{"id":"W4405205029","doi":"10.1007/978-3-662-70074-7_4","title":"Probabilities","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Risk and Portfolio Optimization","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000769818,0.0009512932,0.0006063076,0.001520705,0.001111616,0.003975924,0.0009131721,0.001256266,0.1614045],"category_scores_gemma":[0.005882909,0.0005293409,0.0005660461,0.001384396,0.001471907,0.004300229,0.00155136,0.002654892,0.04763996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001132185,"about_ca_system_score_gemma":0.0009246653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001352625,"about_ca_topic_score_gemma":0.001233894,"domain_scores_codex":[0.9988187,0.0002163033,0.00004678333,0.0002842613,0.0005536815,0.0000802567],"domain_scores_gemma":[0.9989232,0.0004268639,0.00006447576,0.0002984501,0.0002304142,0.00005660858],"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":[0.00001151503,0.00001423615,0.00009503197,0.00004996056,0.000006171162,0.00003451428,0.00004945711,0.001565065,0.0003414233,0.9007382,0.03944889,0.05764557],"study_design_scores_gemma":[0.000005073558,0.00001077875,0.0002056829,0.0000369296,0.000006671057,0.0001749697,0.00002982993,0.003903721,0.0006296505,0.7266065,0.2683774,0.00001288905],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001561262,0.001527057,0.1434034,0.002308327,0.001026618,0.00008689479,0.0009461986,0.0005868074,0.8485535],"genre_scores_gemma":[0.08592823,0.004265042,0.04268892,0.001212154,0.001624894,0.0002631856,0.001434731,0.0005322841,0.8620506],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8385955,"threshold_uncertainty_score":0.5399518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1197180352299227,"score_gpt":0.3618590022591336,"score_spread":0.2421409670292109,"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."}}