{"id":"W4232969991","doi":"10.4000/belphegor.3709","title":"Ecritures et formats médiatiques","year":2021,"lang":"fr","type":"paratext","venue":"Belphégor","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001104637,0.001833385,0.002094037,0.0006138982,0.0004706073,0.001031467,0.001319936,0.002121327,0.05370831],"category_scores_gemma":[0.0006556801,0.00198909,0.001039582,0.001095144,0.0004618767,0.001046413,0.0009846081,0.002645292,0.4619712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009238686,"about_ca_system_score_gemma":0.002974781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009410075,"about_ca_topic_score_gemma":0.001315891,"domain_scores_codex":[0.9915694,0.001771995,0.001585091,0.001629761,0.001386094,0.00205763],"domain_scores_gemma":[0.9947142,0.0006428405,0.001040735,0.001933634,0.0009342063,0.0007343729],"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":[0.00009544215,0.0006355289,0.000104066,0.001637597,0.0005645474,0.0004432086,0.002364806,0.0002408015,0.002237393,0.01280498,0.9753728,0.003498835],"study_design_scores_gemma":[0.001132362,0.0001982702,0.001812156,0.001503767,0.0004947795,0.0003129989,0.0006385057,0.0003195249,0.00766969,0.0005367278,0.9833289,0.00205228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006061688,0.2036111,0.0004288403,0.005017869,0.01257269,0.001950236,0.01358461,0.000614151,0.7561588],"genre_scores_gemma":[0.01606879,0.01235438,0.008995289,0.00735946,0.004644965,0.0005825078,0.01601448,0.001448321,0.9325318],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4082629,"threshold_uncertainty_score":0.9996557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03568544573089062,"score_gpt":0.3370664246714816,"score_spread":0.301380978940591,"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."}}