{"id":"W4409036591","doi":"10.7202/1116960ar","title":"Introduction","year":2024,"lang":"fr","type":"article","venue":"Éthique en éducation et en formation Les Dossiers du GREE","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"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":[0.002168079,0.0005370199,0.0003343159,0.001193734,0.002026609,0.004563184,0.001203193,0.002327153,0.3136369],"category_scores_gemma":[0.006302474,0.0001743723,0.0004975603,0.0008734139,0.001135242,0.001917781,0.002413897,0.001663953,0.1455423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002570444,"about_ca_system_score_gemma":0.005169869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006007575,"about_ca_topic_score_gemma":0.006610391,"domain_scores_codex":[0.9982522,0.0003818106,0.00005726119,0.0003388455,0.0006784186,0.0002915016],"domain_scores_gemma":[0.9972667,0.0005063769,0.0001235904,0.0003367178,0.001133829,0.0006328477],"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":[0.00009919482,0.00009688883,0.001203511,0.0003081458,0.000007002265,0.0002209335,0.001000636,0.0001689734,0.000619115,0.1527497,0.6022407,0.2412852],"study_design_scores_gemma":[0.000004056163,0.00001183406,0.0005395174,0.0001048071,0.000001425321,0.00007169707,0.000189787,0.00001943732,0.00009280352,0.003797734,0.995163,0.000003923798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003579921,0.003156822,0.006289362,0.01992781,0.008029271,0.0002444789,0.001847951,0.0006489524,0.9562753],"genre_scores_gemma":[0.02201841,0.002185216,0.003644628,0.008338367,0.001928647,0.0002242356,0.001566358,0.0002764234,0.9598177],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3136369,"threshold_uncertainty_score":0.9790137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01495077164818495,"score_gpt":0.2879350353074068,"score_spread":0.2729842636592218,"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."}}