{"id":"W4399081976","doi":"10.3917/poec.061.0009","title":"Quand la sociologie ne sait plus classer","year":2024,"lang":"fr","type":"article","venue":"Pour l Éco","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cegep de Sept Iles","funders":"","keywords":"Sociology","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":[0.005613757,0.0007332744,0.0007441169,0.001312271,0.00694614,0.01420759,0.001004437,0.008047907,0.02951342],"category_scores_gemma":[0.01351537,0.0002269291,0.0005484194,0.001048628,0.01279055,0.01931153,0.003209163,0.01103022,0.006690819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005880606,"about_ca_system_score_gemma":0.008004368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03648776,"about_ca_topic_score_gemma":0.04351037,"domain_scores_codex":[0.9954522,0.002081429,0.00008878609,0.0006682887,0.001007136,0.0007021526],"domain_scores_gemma":[0.9932929,0.002111682,0.0006289126,0.0008006279,0.001785903,0.001380076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001165461,0.0001297933,0.003850411,0.0001843537,0.00004811043,0.0002382942,0.01216125,0.0001891975,0.0009993385,0.8384266,0.09911518,0.04454086],"study_design_scores_gemma":[0.0000263512,0.00005061663,0.003578461,0.0003034874,0.00001555519,0.0002975471,0.01036789,0.0001778471,0.0002874083,0.1246765,0.8601744,0.00004383379],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02522079,0.02007807,0.004128426,0.7393808,0.01665017,0.00002393715,0.0001897722,0.0001944108,0.1941336],"genre_scores_gemma":[0.4560161,0.02045926,0.005574798,0.1765233,0.02117969,0.0001390023,0.0003102361,0.0004185806,0.319379],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03648776,"threshold_uncertainty_score":0.09873223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4941646441423666,"score_gpt":0.5041676084761492,"score_spread":0.01000296433378256,"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."}}