{"id":"W4254714735","doi":"10.1111/1742-6723.12728","title":"In this February issue","year":2017,"lang":"en","type":"editorial","venue":"Emergency Medicine Australasia","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publication; Publishing; Medicine; Internet privacy; Public relations; World Wide Web; Computer science; Advertising; Business; Law; Political 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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0007834437,0.001004355,0.002121148,0.0005883072,0.0002849406,0.000006849059,0.0007490679,0.001522413,0.06594947],"category_scores_gemma":[0.004894483,0.0008079137,0.0004309778,0.0004229212,0.0004438587,0.0002567033,0.0002032174,0.002820121,0.0009787082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002057302,"about_ca_system_score_gemma":0.0005170987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005134508,"about_ca_topic_score_gemma":0.0007800153,"domain_scores_codex":[0.9943311,0.00009751794,0.001672058,0.001180497,0.001709931,0.001008929],"domain_scores_gemma":[0.9965199,0.0001708644,0.0006230926,0.001639077,0.0006581495,0.0003889759],"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":[0.0001253098,0.0001444137,0.002330566,0.001080829,0.0003411879,0.000642319,0.0008645682,1.502486e-7,0.0001303742,0.00001772669,0.9937584,0.0005641172],"study_design_scores_gemma":[0.001867371,0.0007524148,0.003182946,0.002013954,0.0007241424,0.00001557426,0.0002502192,0.000001841852,0.00005255554,0.0001831495,0.9903212,0.0006345922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000302498,0.01176047,0.000001221509,0.007554118,0.7946909,0.0006566138,0.00008583974,0.0001037159,0.1848446],"genre_scores_gemma":[0.0003607734,0.04175887,0.00003211829,0.00008561937,0.6595775,0.00009102953,0.0005455771,0.0001066937,0.2974418],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1351133,"threshold_uncertainty_score":0.9997991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02725433989368784,"score_gpt":0.3665485996294116,"score_spread":0.3392942597357237,"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."}}