{"id":"W4206467808","doi":"10.4000/ethiquepublique.5469","title":"Présentation","year":2021,"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":["insufficient_payload"],"category_scores_codex":[0.00368587,0.0009086329,0.0007194843,0.001549611,0.004023093,0.009859283,0.002233495,0.004876893,0.4678644],"category_scores_gemma":[0.02095258,0.0003744787,0.0009126912,0.001239123,0.001453841,0.005190097,0.005750754,0.004988881,0.2472121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004362927,"about_ca_system_score_gemma":0.008391584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004632228,"about_ca_topic_score_gemma":0.005321392,"domain_scores_codex":[0.9955656,0.0008416831,0.0002651076,0.0008131014,0.00186819,0.0006462899],"domain_scores_gemma":[0.9909648,0.001274056,0.0003447152,0.0009647749,0.004595958,0.001855756],"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":[0.00006227924,0.00003368539,0.000321657,0.0001431666,0.000006972067,0.0002079757,0.0003969745,0.00004927562,0.0002324553,0.01503627,0.9435633,0.039946],"study_design_scores_gemma":[0.00000634076,0.000009195447,0.0001657712,0.0001013366,0.00000243243,0.0001256983,0.0002517084,0.00002583515,0.0001150537,0.001845583,0.9973454,0.000005823844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003613847,0.005735473,0.006094158,0.1235028,0.1117878,0.0005912666,0.006713907,0.001554315,0.7404065],"genre_scores_gemma":[0.01799989,0.003731932,0.002108833,0.02915505,0.01223362,0.0004345737,0.003884943,0.00081253,0.9296387],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5321356,"threshold_uncertainty_score":0.7590269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1294169034514749,"score_gpt":0.4394641214268201,"score_spread":0.3100472179753452,"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."}}