{"id":"W4393970676","doi":"10.7202/1101780ar","title":"Symptomatologie sociale","year":2023,"lang":"fr","type":"article","venue":"Cygne noir","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":[0.001047506,0.0005780141,0.0006847098,0.001701959,0.001585548,0.002177289,0.0004412334,0.001799785,0.02312689],"category_scores_gemma":[0.004009385,0.0002278208,0.0007634192,0.0008919057,0.001489073,0.001013576,0.001231186,0.003504854,0.005576896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002788637,"about_ca_system_score_gemma":0.002015616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01672601,"about_ca_topic_score_gemma":0.01608111,"domain_scores_codex":[0.9990698,0.0003224584,0.00008069351,0.0001298547,0.0002166643,0.0001805598],"domain_scores_gemma":[0.9987693,0.0003229156,0.0001352051,0.00007287776,0.0004884807,0.0002110311],"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":[0.0004201186,0.0001561383,0.01571303,0.001019752,0.0001722894,0.006694851,0.004521707,0.0003987208,0.003559441,0.02971739,0.7497419,0.1878847],"study_design_scores_gemma":[0.00002024382,0.0001000395,0.03233286,0.0006944717,0.00001849461,0.00897806,0.0007588496,0.00007800958,0.0004450949,0.002721624,0.9538121,0.00004005828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04769506,0.2417903,0.005184587,0.2363114,0.08565301,0.0006232457,0.01130838,0.0008134093,0.3706206],"genre_scores_gemma":[0.3354694,0.09779344,0.002905449,0.03026479,0.03154234,0.0007128977,0.006978044,0.0005023664,0.4938313],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02312689,"threshold_uncertainty_score":0.07736719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3919431584553971,"score_gpt":0.5137342352354831,"score_spread":0.121791076780086,"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."}}