{"id":"W7004611366","doi":"","title":"Liminaire","year":2022,"lang":"fr","type":"article","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Developmental Biology and Gene Regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Period (music); Accident (philosophy); Witness; Theme (computing)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003204574,0.000286187,0.0002152388,0.000105148,0.0008331867,0.00003809989,0.0004544438,0.0006244102,0.001801445],"category_scores_gemma":[0.00006217323,0.0003558787,0.0001906302,0.0004673808,0.0002661298,0.00002157351,0.0005940418,0.000602927,0.00008837298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004004717,"about_ca_system_score_gemma":0.0004660396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001577636,"about_ca_topic_score_gemma":0.00006643694,"domain_scores_codex":[0.9980305,0.0004180098,0.0002168089,0.0005526624,0.0002128143,0.0005691353],"domain_scores_gemma":[0.9992171,0.00002327281,0.000174504,0.0003070537,0.00007641861,0.0002016835],"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":[0.0006334055,0.0004852528,0.006095005,0.00005186297,0.0007109701,0.0003352237,0.001329582,0.002120065,0.1987702,0.00636258,0.6685757,0.1145302],"study_design_scores_gemma":[0.001370515,0.0005826643,0.0625576,0.00002329666,0.00009904333,0.0005860531,0.00415321,0.00008980277,0.02361419,0.0001032421,0.906283,0.0005374008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8850419,0.009616904,0.0002172229,0.06217101,0.003008332,0.0005524359,0.0005630343,0.0000611261,0.03876802],"genre_scores_gemma":[0.7863464,0.0001895888,0.0002907947,0.00088292,0.0004150737,0.00002222282,0.001343872,0.00002644371,0.2104827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2377073,"threshold_uncertainty_score":0.9998893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01816936778701768,"score_gpt":0.2326376704038874,"score_spread":0.2144683026168697,"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."}}