{"id":"W4243036392","doi":"10.1177/2373665814555674","title":"Editorial","year":2014,"lang":"en","type":"editorial","venue":"Asian/Pacific Island Nursing Journal","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.003946186,0.001451246,0.001823968,0.001225751,0.001404964,0.002053722,0.001671623,0.004078339,0.0006357266],"category_scores_gemma":[0.002747288,0.001317477,0.0009581951,0.0006249786,0.0005901372,0.000601246,0.00006956614,0.01022827,0.006412844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002169668,"about_ca_system_score_gemma":0.002225218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009899163,"about_ca_topic_score_gemma":0.00001317126,"domain_scores_codex":[0.9881968,0.001044394,0.001665155,0.001207047,0.005785195,0.00210144],"domain_scores_gemma":[0.9931573,0.0008616085,0.002106093,0.001222173,0.001712453,0.0009403244],"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":[0.0009019274,0.0002441138,0.000007561772,0.00004817167,0.0002622479,0.00009516851,0.001291972,0.00000537834,0.000090837,0.00002612379,0.9892092,0.00781727],"study_design_scores_gemma":[0.003661366,0.0005915217,0.000005441265,0.00295452,0.0006285664,0.0004759397,0.0004184704,0.00002396054,0.00001712328,0.003390251,0.9863905,0.001442387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000005802326,0.00058046,0.0006598764,0.0003266301,0.8962287,0.0002731115,0.0006550992,0.0003021421,0.1009682],"genre_scores_gemma":[0.0004883315,0.0001696217,0.0004122129,0.000006137129,0.9917406,0.0000120365,0.0008171503,0.0007956695,0.005558188],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.09551197,"threshold_uncertainty_score":0.9998951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005619602322823945,"score_gpt":0.2637875547929204,"score_spread":0.2581679524700964,"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."}}