{"id":"W2010130599","doi":"10.3917/ds.312.0199","title":"La recherche en sentencing : un survol contextualisé","year":2007,"lang":"fr","type":"article","venue":"Déviance et Société","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Criminology; Psychology; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0125581,0.0002376265,0.0003552371,0.00009379097,0.0005444722,0.0001385501,0.0003431376,0.0007835405,0.001948265],"category_scores_gemma":[0.002769749,0.0002661431,0.0003464714,0.001317633,0.0005279017,0.000461775,0.00007250185,0.00129147,0.0004831479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009572037,"about_ca_system_score_gemma":0.0003667012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02949918,"about_ca_topic_score_gemma":0.06925974,"domain_scores_codex":[0.9946765,0.003305109,0.0004388647,0.0004171466,0.0004800728,0.000682252],"domain_scores_gemma":[0.9905732,0.008467006,0.0002081234,0.000270056,0.0002605966,0.0002209853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002229008,0.0001509385,0.000863214,0.00004202874,0.0001237848,0.00005831223,0.1515999,0.0000177981,0.0001470947,0.01577862,0.001617607,0.8295785],"study_design_scores_gemma":[0.0002320078,0.0000338356,0.0009759589,0.0001198875,0.00038687,0.00001329793,0.7982884,0.000143225,0.0002030719,0.001700875,0.1976064,0.0002962057],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7366724,0.0142678,0.04414982,0.01477976,0.00442062,0.0002914732,0.00003043645,0.0001834399,0.1852042],"genre_scores_gemma":[0.9464157,0.007324636,0.002502957,0.002274284,0.001229016,0.00001171348,0.000009836116,0.0000323221,0.04019951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8292822,"threshold_uncertainty_score":0.9999791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2517517840969163,"score_gpt":0.4776639794533718,"score_spread":0.2259121953564555,"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."}}