{"id":"W7072010472","doi":"","title":"UOJM Volume 1, Issue 1","year":2011,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Work (physics)","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":[0.0007652942,0.0002950734,0.000772609,0.0003450969,0.0001643685,0.0001781306,0.001454131,0.0001903754,0.06879346],"category_scores_gemma":[0.0002468511,0.0002480911,0.0002011422,0.0006142694,0.0001625991,0.0007890834,0.0005508748,0.0005514872,0.0002471129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009337872,"about_ca_system_score_gemma":0.0003261623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001124212,"about_ca_topic_score_gemma":0.00001161246,"domain_scores_codex":[0.9975173,0.00007411202,0.0008182911,0.0004277494,0.0006437768,0.0005187864],"domain_scores_gemma":[0.9976538,0.00006904692,0.0005253949,0.0006171577,0.0003504575,0.0007841829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001164855,0.0006243268,0.564166,0.0008043972,0.0001659481,0.000350622,0.0002261264,3.399925e-7,0.09208821,0.00002508094,0.2884864,0.05189766],"study_design_scores_gemma":[0.001090611,0.00004672343,0.6098446,0.0007215956,0.0001315937,0.0001843959,0.0001056815,0.00001487057,0.2349083,0.001488814,0.1510768,0.0003859385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8662807,0.02881028,0.00006329186,0.000572729,0.0008666423,0.000677089,0.00005959688,0.00007318358,0.1025965],"genre_scores_gemma":[0.9743978,0.006597408,0.0006976195,0.001825606,0.0006849464,0.00003067637,0.00002967884,0.00005956463,0.01567671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1428201,"threshold_uncertainty_score":0.9999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3191758179375277,"score_gpt":0.5767236232833466,"score_spread":0.2575478053458189,"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."}}