{"id":"W4400067567","doi":"10.26443/glsars.v3i1.1074","title":"« DÉCARTOGRAPHIER » LA PROBATION","year":2024,"lang":"fr","type":"article","venue":"McGill GLSA Research Series","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002861107,0.0006878662,0.0002817755,0.00312861,0.005123282,0.007104466,0.001442439,0.001959094,0.03845724],"category_scores_gemma":[0.007870642,0.0003260479,0.000382154,0.002509721,0.006622827,0.00623058,0.005136004,0.004854647,0.005849797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00770768,"about_ca_system_score_gemma":0.01140534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03773934,"about_ca_topic_score_gemma":0.05075565,"domain_scores_codex":[0.9959288,0.001877381,0.0001897386,0.0004293859,0.0009551113,0.0006195402],"domain_scores_gemma":[0.9940486,0.002240086,0.0008013241,0.0004790943,0.001648437,0.000782495],"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":[0.00006314336,0.00004896933,0.005053386,0.0003693864,0.00001286275,0.001013661,0.04649657,0.0006781692,0.001342213,0.7976743,0.04885858,0.09838869],"study_design_scores_gemma":[0.00001054421,0.00004034921,0.005374277,0.0002680597,0.00000853388,0.0005328253,0.02696828,0.0004044674,0.0009832619,0.03489156,0.9304678,0.00004998506],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08337318,0.008459595,0.05909,0.06658526,0.003593514,0.0004233292,0.0009365958,0.0006587752,0.7768798],"genre_scores_gemma":[0.4870771,0.009455889,0.03079906,0.005885463,0.001091712,0.0004513087,0.0009052437,0.0005416505,0.4637925],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03845724,"threshold_uncertainty_score":0.1286523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4859245486208957,"score_gpt":0.5748283853432731,"score_spread":0.08890383672237734,"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."}}