{"id":"W4233055688","doi":"10.1002/micr.30226","title":"Issue Information","year":2018,"lang":"en","type":"paratext","venue":"Microsurgery","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Medicine; Information retrieval; Library science; World Wide Web; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005688645,0.0002650715,0.0007045742,0.0004753439,0.0001895487,0.0003226559,0.0002998381,0.000283574,0.2964136],"category_scores_gemma":[0.00006180436,0.0003198475,0.0002472105,0.0001783817,0.0001858035,0.0005425977,0.0001850593,0.0001612178,0.9534779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001438538,"about_ca_system_score_gemma":0.00003992942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001584822,"about_ca_topic_score_gemma":0.000002387584,"domain_scores_codex":[0.998226,0.000006404707,0.0009019971,0.0004267165,0.00002827315,0.0004106439],"domain_scores_gemma":[0.9986649,0.00003375761,0.0007193633,0.0004539186,0.0000564316,0.00007165033],"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":[0.000005123251,0.00001280915,0.0001450339,0.00005909224,0.00007800257,3.99294e-7,0.0003175684,0.000002934438,0.000001163312,0.0003494303,0.9987009,0.0003275267],"study_design_scores_gemma":[0.0001272961,0.000008658144,0.00007554575,0.00002996297,0.000004538041,0.000001510805,0.00009216917,0.00001271413,0.00005284109,0.0001752787,0.9990486,0.0003708902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003325691,0.003209132,0.0001297973,0.0001360754,0.05718658,0.0001420909,0.005075125,0.00003016434,0.9337584],"genre_scores_gemma":[0.0003167613,0.001328793,0.000106116,0.0009300858,0.001130804,0.00002232629,0.0006582983,0.00002397146,0.9954829],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6570643,"threshold_uncertainty_score":0.9999254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02662951099799482,"score_gpt":0.2075120005336016,"score_spread":0.1808824895356068,"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."}}