{"id":"W2936986149","doi":"10.7202/1055821ar","title":"Volume 3 Numéro 2","year":2018,"lang":"fr","type":"article","venue":"Captures","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":["insufficient_payload"],"category_scores_codex":[0.00006970733,0.0001929558,0.0001577701,0.0000360226,0.0001691583,0.001647849,0.000482181,0.0001361967,0.001176514],"category_scores_gemma":[0.00009862005,0.000143165,0.0001003347,0.0002760303,0.0004831228,0.002103902,0.0002431551,0.0001312174,0.00459731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003901079,"about_ca_system_score_gemma":0.00008463798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007764157,"about_ca_topic_score_gemma":0.000163166,"domain_scores_codex":[0.9987714,0.00003404926,0.0001700148,0.0003439338,0.0002080877,0.0004725315],"domain_scores_gemma":[0.9989145,0.00002649565,0.00006152226,0.0004423089,0.0002579744,0.0002971987],"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":[0.000003514765,0.00004507986,0.00004754271,0.00001188894,0.00001490729,0.00008620926,0.003372259,0.000003902053,0.0003597242,0.2357676,0.7374389,0.02284851],"study_design_scores_gemma":[0.0001249683,0.0002066728,0.002996999,0.00005482306,0.000007663673,0.0001990588,0.00005389,0.002401767,0.002183922,0.02837627,0.96315,0.0002439165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01308892,0.02577629,0.01230586,0.02135154,0.01716003,0.0001597177,0.00002400511,0.0002005423,0.9099331],"genre_scores_gemma":[0.5701121,0.00004085182,0.001252481,0.004698797,0.004198752,0.000001645781,0.00000325222,0.00001080433,0.4196813],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5570232,"threshold_uncertainty_score":0.9997365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2386841707651249,"score_gpt":0.3155614862662621,"score_spread":0.07687731550113719,"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."}}