{"id":"W4234180368","doi":"10.4000/ethiquepublique.2724","title":"Présentation","year":2016,"lang":"fr","type":"article","venue":"Éthique Publique","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"category_scores_codex":[0.004235614,0.0009061249,0.0006625487,0.001317881,0.003131781,0.008471707,0.002193211,0.0048842,0.427792],"category_scores_gemma":[0.02354359,0.0003580188,0.0009553236,0.0008529498,0.001515186,0.004392889,0.004840023,0.005033715,0.221906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004052001,"about_ca_system_score_gemma":0.007517736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002737348,"about_ca_topic_score_gemma":0.003440707,"domain_scores_codex":[0.9960315,0.0007535678,0.0002377789,0.000664966,0.00170754,0.0006046685],"domain_scores_gemma":[0.9906681,0.001210412,0.0003152768,0.0008400808,0.004841386,0.002124662],"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":[0.00007039096,0.00003010826,0.0001916102,0.000138408,0.000006129339,0.0001579258,0.0001979829,0.00004442014,0.0001850389,0.008885706,0.9579748,0.03211746],"study_design_scores_gemma":[0.000009451179,0.00001413233,0.0001629072,0.0001383835,0.000002996305,0.000143736,0.0002467915,0.00002762199,0.0001397266,0.002605933,0.9965017,0.000006666918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.003238128,0.006123451,0.005172652,0.2135257,0.2061168,0.0007279757,0.005971026,0.001366773,0.5577575],"genre_scores_gemma":[0.01993249,0.005380789,0.002100675,0.05780601,0.0299452,0.0006766221,0.004267669,0.0009016267,0.8789889],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.427792,"threshold_uncertainty_score":0.8161852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1213437849435074,"score_gpt":0.4310895970517095,"score_spread":0.3097458121082021,"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."}}