{"id":"W4391644044","doi":"10.7202/1108987ar","title":"LOIN DES AUTOMATISMES","year":2024,"lang":"fr","type":"article","venue":"Canadian social work review","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007402569,0.0006388504,0.0004942832,0.001706317,0.004391842,0.006703044,0.001214271,0.002385276,0.01385454],"category_scores_gemma":[0.01468521,0.0003927946,0.0008099689,0.001644096,0.02558888,0.006457285,0.005677801,0.003856111,0.002713585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007023019,"about_ca_system_score_gemma":0.005253332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01146928,"about_ca_topic_score_gemma":0.006192101,"domain_scores_codex":[0.9880705,0.005884012,0.0005141416,0.002311691,0.002067501,0.00115217],"domain_scores_gemma":[0.9884812,0.00483062,0.001655769,0.002709368,0.001800946,0.0005221855],"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":[0.00001312571,0.000009339588,0.001240843,0.00005466112,0.00001188612,0.0001248754,0.009706493,0.0001988417,0.0001816316,0.9788297,0.002213895,0.007414676],"study_design_scores_gemma":[0.00002682357,0.00003373117,0.004295802,0.000218595,0.00002277236,0.0005316585,0.008461666,0.001362774,0.000702437,0.7698079,0.2144952,0.00004065456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1050646,0.004542595,0.06974812,0.03859298,0.0005394755,0.0001134495,0.000286029,0.0004144055,0.7806983],"genre_scores_gemma":[0.9350048,0.001243051,0.005978311,0.003208525,0.0001913892,0.00011775,0.0001297863,0.0001563443,0.05397013],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01385454,"threshold_uncertainty_score":0.05095583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2589477146420765,"score_gpt":0.4726159337559526,"score_spread":0.2136682191138761,"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."}}