{"id":"W4416320066","doi":"10.3917/rsc.2202.0481a","title":"Stéphane Leman-Langlois, La sociocriminologie, Montréal, Les Presses de l'Université de Montréal (PUM), 2022, 255 pages","year":2022,"lang":"","type":"article","venue":"Revue de science criminelle et de droit pénal comparé","topic":"linguistics and terminology studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Context (archaeology); Relation (database); Work (physics)","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","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.002292247,0.0006269081,0.000879758,0.0005195002,0.006840522,0.000587062,0.002024057,0.0001864588,0.001951836],"category_scores_gemma":[0.0007963283,0.0007194353,0.0003619467,0.0002867504,0.003315204,0.0002636528,0.002572172,0.001282225,0.00004549535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002401763,"about_ca_system_score_gemma":0.00112295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01269232,"about_ca_topic_score_gemma":0.005394691,"domain_scores_codex":[0.9947867,0.0006049102,0.0006886104,0.001118883,0.000733429,0.002067407],"domain_scores_gemma":[0.9968799,0.001061552,0.0005063322,0.0007211136,0.0003787445,0.0004523974],"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":[0.0007953549,0.002385851,0.02783493,0.001124062,0.0007983201,0.007387605,0.1918416,0.01277311,0.007404336,0.3150046,0.423245,0.009405336],"study_design_scores_gemma":[0.002254311,0.001294399,0.02952006,0.0002549419,0.001249135,0.001943763,0.1027476,0.01867133,0.002216968,0.01954552,0.8183728,0.001929166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8898429,0.04695677,0.0003234317,0.005568191,0.001106393,0.0004728944,0.0005711769,0.0002312918,0.05492693],"genre_scores_gemma":[0.9682711,0.0213371,0.0005324321,0.0008501251,0.0007946832,0.00008413337,0.00004981732,0.00006086692,0.008019699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3951278,"threshold_uncertainty_score":0.9995257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04647774288511023,"score_gpt":0.2608805427437329,"score_spread":0.2144027998586227,"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."}}