{"id":"W3128205778","doi":"10.7202/1074729ar","title":"Présentation","year":2019,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publics; Sociology; Political science; Humanities; Philosophy; Law","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002678543,0.001257193,0.0007712843,0.0009267561,0.002280181,0.007087024,0.001794093,0.005746636,0.5212216],"category_scores_gemma":[0.01530911,0.0003132059,0.001004097,0.0005687653,0.0009715002,0.00342307,0.004440729,0.005658631,0.3034813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002580445,"about_ca_system_score_gemma":0.003576931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001060268,"about_ca_topic_score_gemma":0.00125602,"domain_scores_codex":[0.9977597,0.0003880836,0.0001482964,0.0003761462,0.0009792065,0.0003484307],"domain_scores_gemma":[0.9931313,0.0007088071,0.0002397255,0.0003884474,0.003784072,0.001747568],"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":[0.00003373433,0.00001058528,0.00005692444,0.00005006175,0.000002287658,0.00007787813,0.00002549458,0.00001118505,0.00007865617,0.0008941676,0.988572,0.01018705],"study_design_scores_gemma":[0.00001759122,0.00002084251,0.0001566627,0.0001084297,0.000002907756,0.0001794436,0.0001168582,0.00003080085,0.0001224362,0.001192736,0.998045,0.000006397646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001311155,0.004122487,0.001836271,0.2583643,0.488281,0.0006808598,0.003913133,0.00117682,0.2403141],"genre_scores_gemma":[0.00936076,0.003289762,0.0007175815,0.07691199,0.09525582,0.0005585876,0.002333917,0.000576759,0.8109949],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4787784,"threshold_uncertainty_score":0.6829193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7036278805808869,"score_gpt":0.6460495620908604,"score_spread":0.05757831849002648,"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."}}