{"id":"W4415045362","doi":"10.7202/1118974ar","title":"Une machine qui pense comme moi","year":2024,"lang":"fr","type":"article","venue":"Sens public","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Order (exchange); Identity (music); Relation (database); Subject (documents)","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":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002272436,0.0003204799,0.000261052,0.0001607467,0.0001914444,0.009112909,0.0005298393,0.0001462554,0.0003387749],"category_scores_gemma":[0.0001139819,0.0002370021,0.0001867539,0.001521312,0.0002259625,0.004947793,0.0004839232,0.0004001417,0.002996232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001180856,"about_ca_system_score_gemma":0.0002340862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004191788,"about_ca_topic_score_gemma":0.001837212,"domain_scores_codex":[0.9978516,0.00009133328,0.0003232779,0.0005682995,0.0003799697,0.0007855219],"domain_scores_gemma":[0.9984131,0.0001604313,0.00004996608,0.0006349564,0.0001859518,0.0005555901],"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":[0.000002078185,0.0001158525,0.00002164968,0.00008232329,0.00005988553,0.001135122,0.001913034,0.00001370549,0.0002029021,0.6470675,0.2687861,0.08059987],"study_design_scores_gemma":[0.0001593918,0.0001416869,0.0003868685,0.0001292238,0.00001860055,0.0008937679,0.00008429991,0.06226819,0.0001488917,0.02969179,0.9057187,0.0003585356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0169521,0.0496156,0.006799909,0.5221273,0.009634036,0.0002816364,0.0001519447,0.0008521972,0.3935853],"genre_scores_gemma":[0.8349209,0.0001955296,0.0005755287,0.004247379,0.0007680296,0.000002410453,0.00004470479,0.00002836395,0.1592172],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8179688,"threshold_uncertainty_score":0.99778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3507316434259264,"score_gpt":0.3381095237063551,"score_spread":0.01262211971957128,"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."}}