{"id":"W2612197020","doi":"10.3917/es.038.0005","title":"Présentation du dossier","year":2017,"lang":"fr","type":"article","venue":"Education et sociétés","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Philosophy; Art","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":[0.008715726,0.001003867,0.001078281,0.003878365,0.003998755,0.009960854,0.002281043,0.005115391,0.1435503],"category_scores_gemma":[0.07336069,0.0005462434,0.001091053,0.00323103,0.003061205,0.005857245,0.006612254,0.006998336,0.05580307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006802298,"about_ca_system_score_gemma":0.00838228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004565739,"about_ca_topic_score_gemma":0.002431524,"domain_scores_codex":[0.9894027,0.003256452,0.001280066,0.001189064,0.004103484,0.0007682774],"domain_scores_gemma":[0.9719131,0.01322948,0.00145316,0.002847911,0.009270323,0.001286084],"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":[0.0002435356,0.00005517315,0.0006481581,0.001209445,0.00002294394,0.0006994766,0.00222756,0.0002986506,0.0005797709,0.0654703,0.8352576,0.09328721],"study_design_scores_gemma":[0.000009266723,0.00001787239,0.0001768791,0.0006653183,0.000005367466,0.000312637,0.0004988943,0.00004645334,0.0001947928,0.004213855,0.9938471,0.00001154942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.009871659,0.02737133,0.01837859,0.3101715,0.2086961,0.001692611,0.01385458,0.002421244,0.4075425],"genre_scores_gemma":[0.1132028,0.03783399,0.01886157,0.1675996,0.0568959,0.006428847,0.01674842,0.003737617,0.5786912],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1435503,"threshold_uncertainty_score":0.4802237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4481872232090433,"score_gpt":0.6310557272770416,"score_spread":0.1828685040679984,"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."}}