{"id":"W6984927176","doi":"","title":"","year":2021,"lang":"fr","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Identity (music); Perspective (graphical); State (computer science)","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","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001287451,0.001802221,0.004201952,0.000913415,0.0006048583,0.003069771,0.007657636,0.0007220169,0.5087953],"category_scores_gemma":[0.002400858,0.001725596,0.001065937,0.001665249,0.001685612,0.003125074,0.007395344,0.001598866,0.002185924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004127847,"about_ca_system_score_gemma":0.002691063,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008911308,"about_ca_topic_score_gemma":0.003155148,"domain_scores_codex":[0.9893302,0.001522057,0.002918807,0.002906788,0.001691033,0.00163106],"domain_scores_gemma":[0.9910579,0.001892671,0.002787592,0.002184595,0.0009645176,0.001112688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002410981,0.003746867,0.2146262,0.005529684,0.002524877,0.0009332107,0.0003345436,0.0001260912,0.004056535,0.06215207,0.004489244,0.6990697],"study_design_scores_gemma":[0.004272112,0.0005295924,0.3447112,0.001698559,0.001030561,0.00004672084,0.0001263036,0.00009270814,0.0007499277,0.001702636,0.6437759,0.001263699],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05241745,0.008790452,0.0002504779,0.003545751,0.006156345,0.006255056,0.00002064118,0.0001388609,0.922425],"genre_scores_gemma":[0.1210666,0.008588783,0.0008737834,0.006576388,0.002405129,0.0007925439,0.00265024,0.0007030355,0.8563434],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6978059,"threshold_uncertainty_score":0.9994723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1074436756333156,"score_gpt":0.4157362732479365,"score_spread":0.308292597614621,"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."}}