{"id":"W3124747536","doi":"10.2139/ssrn.3288661","title":"Regression Tree Credibility Model","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Probability and Risk Models","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Credibility; Regression; Regression analysis; Econometrics; Tree (set theory); Statistics; Computer science; Mathematics; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01776418,0.0001824914,0.0003002632,0.0001955294,0.0006746571,0.0002028917,0.001306654,0.0001495545,0.0001566709],"category_scores_gemma":[0.002095403,0.0001061235,0.0002430032,0.0004951359,0.0003422567,0.0006801255,0.0001684666,0.001681549,0.0003914836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006409037,"about_ca_system_score_gemma":0.003057371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002270018,"about_ca_topic_score_gemma":0.00180595,"domain_scores_codex":[0.9946844,0.0003578317,0.0007524319,0.0005515581,0.001488553,0.002165247],"domain_scores_gemma":[0.9977202,0.0002638015,0.0003243486,0.0008386815,0.0006551909,0.0001977214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006143859,0.0003460841,0.006181176,0.000002637952,0.00007210462,0.000003811289,0.001308887,0.001956428,0.001555261,0.4095357,0.00618631,0.5722372],"study_design_scores_gemma":[0.0003462914,0.0002929767,0.0004721826,0.000008883635,0.00000951958,0.0001243907,0.0004274894,0.1002902,0.0002888784,0.8964057,0.001206029,0.0001274628],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6164562,0.000922186,0.3705892,0.002515953,0.0004130834,0.0001211124,0.000003446112,0.00004772755,0.008931131],"genre_scores_gemma":[0.9901526,0.0004685596,0.001215861,0.0001642572,0.0005404071,0.000002249297,5.389146e-7,0.00001204558,0.007443512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5721098,"threshold_uncertainty_score":0.7305588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09921845948464464,"score_gpt":0.3912149481954199,"score_spread":0.2919964887107752,"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."}}