{"id":"W6890186441","doi":"10.34847/nkl.7b4c3o39","title":"[Revue 3.0] Atelier « Recherche et IA »: Séance du 27 février 2025","year":2025,"lang":"fr","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Set (abstract data type); Subject (documents)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01740694,0.001958606,0.001583034,0.006616656,0.005356293,0.02323041,0.004163982,0.01012082,0.1621515],"category_scores_gemma":[0.02290504,0.001164516,0.002691636,0.004756153,0.00385251,0.01074175,0.00955842,0.009432123,0.125872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01752484,"about_ca_system_score_gemma":0.02449725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1242051,"about_ca_topic_score_gemma":0.09117699,"domain_scores_codex":[0.9806283,0.003310388,0.0009359994,0.001970303,0.01094453,0.002210472],"domain_scores_gemma":[0.9829873,0.002013626,0.0006644079,0.002634101,0.008367915,0.003332681],"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":[0.00009178215,0.00003017083,0.0001563588,0.000415837,0.00001630316,0.00008881326,0.0004920117,0.0001756805,0.0005951264,0.05504984,0.8853878,0.05750024],"study_design_scores_gemma":[0.000006164668,0.00001073491,0.0001955515,0.0001743698,0.000003086047,0.00003576314,0.00005732843,0.00004135916,0.0001921377,0.001974938,0.9972965,0.00001205127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001479233,0.05722243,0.0274808,0.1020775,0.08286203,0.000657924,0.009106004,0.008946876,0.7101672],"genre_scores_gemma":[0.01418729,0.01896817,0.01135689,0.02181646,0.01085387,0.0007061997,0.01053563,0.006743615,0.9048318],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1621515,"threshold_uncertainty_score":0.542451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1821949215175054,"score_gpt":0.4122180799534721,"score_spread":0.2300231584359667,"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."}}