{"id":"W4239062073","doi":"10.4000/ethiquepublique.2874","title":"Présentation","year":2017,"lang":"fr","type":"article","venue":"Éthique Publique","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":1,"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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004820504,0.0002022399,0.0002370804,0.0001061691,0.00191372,0.003583041,0.0004632374,0.00019867,0.005151454],"category_scores_gemma":[0.0008317183,0.0002000209,0.0002036356,0.00001419437,0.0006238678,0.000784794,0.0001288253,0.0003348706,0.0004283821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006892037,"about_ca_system_score_gemma":0.0002280461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01438447,"about_ca_topic_score_gemma":0.007330698,"domain_scores_codex":[0.9987569,0.00008510376,0.0003000497,0.0002938747,0.0002061138,0.0003579305],"domain_scores_gemma":[0.998085,0.00006206889,0.0003709962,0.0007628927,0.0005574772,0.0001615171],"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":[0.000006816936,0.0001144054,0.0007565857,0.00007202496,0.0001148138,0.00003921017,0.001322462,0.000006017188,0.000004694476,0.9326862,0.06304354,0.001833293],"study_design_scores_gemma":[0.0001956477,0.00003653213,0.001004172,0.00008221598,0.0001534149,0.00000361595,0.0005880684,0.0005436027,0.00008331369,0.118123,0.8789433,0.0002431314],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002331716,0.002543877,0.0002190325,0.1414266,0.009200642,0.0001560037,0.0001266939,0.00004526308,0.8439502],"genre_scores_gemma":[0.6257334,0.001424059,0.0002459279,0.006984616,0.03280381,0.00003800244,0.00008732507,0.00004919803,0.3326337],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8158998,"threshold_uncertainty_score":0.9993857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03172083841945356,"score_gpt":0.3048510847433565,"score_spread":0.2731302463239029,"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."}}