{"id":"W7093923661","doi":"","title":"9780299313999.pdf","year":2023,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Prison; Honesty; Drug trafficking","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006948083,0.0003341071,0.0006097149,0.000371591,0.0003089875,0.0003608047,0.0007913716,0.0001675447,0.965266],"category_scores_gemma":[0.0001330799,0.0003175229,0.0002319773,0.0003665918,0.0002386202,0.0002111416,0.0003076154,0.0002114992,0.9991084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001717483,"about_ca_system_score_gemma":0.00003729425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001068717,"about_ca_topic_score_gemma":0.0004836771,"domain_scores_codex":[0.9980675,0.00001752658,0.0006009968,0.0007969589,0.00007526099,0.0004417732],"domain_scores_gemma":[0.9982581,0.0001007224,0.0007088632,0.0008299616,0.00002192997,0.00008041973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004765716,0.00003325281,0.000675912,0.00002585641,0.0003864138,0.000004087262,0.0001590788,0.000007080709,1.828407e-7,0.064203,0.4406436,0.4938567],"study_design_scores_gemma":[0.0002817043,0.00001118642,0.0005209247,0.00003577296,0.00002463619,0.000001665781,0.0001209425,0.00007139658,6.229602e-7,0.005667922,0.9928762,0.0003870311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000060583,0.00001993635,0.0001117719,0.0006825915,0.007302876,0.0004530791,6.386775e-7,0.0003623389,0.9910607],"genre_scores_gemma":[0.0001509952,0.0007678066,0.0001575375,0.0003475216,0.0006404342,0.000104092,0.0001129836,0.0005488751,0.9971697],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5522326,"threshold_uncertainty_score":0.9999277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04293500817698496,"score_gpt":0.2235372297834064,"score_spread":0.1806022216064214,"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."}}