{"id":"W4232722241","doi":"10.4000/ethiquepublique.5081","title":"Présentation","year":2020,"lang":"fr","type":"article","venue":"Éthique Publique","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002091593,0.0001990979,0.000240927,0.00007176815,0.0002684527,0.0007038887,0.0001872652,0.0001625424,0.008875875],"category_scores_gemma":[0.0004802251,0.000201695,0.000193801,0.00009317027,0.0002217241,0.0003441579,0.00006325581,0.0003708896,0.0006852277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004733544,"about_ca_system_score_gemma":0.0002263751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00203443,"about_ca_topic_score_gemma":0.0006052965,"domain_scores_codex":[0.9986979,0.0001268305,0.0003419068,0.00031119,0.0002092668,0.000312937],"domain_scores_gemma":[0.9988953,0.0000769144,0.0001414005,0.0001661991,0.0004251909,0.0002949575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001111208,0.00007141237,0.0001239373,0.000122894,0.0001010066,0.00003261425,0.005602339,0.00004385477,0.00001177258,0.8535733,0.1396404,0.000665341],"study_design_scores_gemma":[0.0001861326,0.00008986623,0.00003829638,0.00003637955,0.0001617876,0.000001978428,0.001916051,0.002992541,0.0001165521,0.02715928,0.9670507,0.0002504691],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0009108554,0.004761737,0.001019908,0.4318395,0.002978121,0.0001776073,0.0001529641,0.00009908494,0.5580602],"genre_scores_gemma":[0.6625436,0.001965429,0.0006473273,0.1758892,0.07644476,0.00005481793,0.0003383111,0.0001053044,0.08201127],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8274103,"threshold_uncertainty_score":0.9920301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03179365016505613,"score_gpt":0.2748513977613974,"score_spread":0.2430577475963413,"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."}}