{"id":"W4235513773","doi":"10.1080/00084433.2018.1495411","title":"Editorial","year":2018,"lang":"en","type":"editorial","venue":"Canadian Metallurgical Quarterly","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sherritt (Canada)","funders":"","keywords":"Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001663545,0.001371966,0.001675251,0.001253387,0.0004574706,0.0007952946,0.002256373,0.005662736,0.01118292],"category_scores_gemma":[0.001666805,0.001369109,0.0008604267,0.0008806961,0.0007881718,0.0004011304,0.00004067159,0.003391687,0.1183518],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002523395,"about_ca_system_score_gemma":0.009504947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1824342,"about_ca_topic_score_gemma":0.5723417,"domain_scores_codex":[0.9902099,0.0005691426,0.001157118,0.001966134,0.003499199,0.00259855],"domain_scores_gemma":[0.9901343,0.0009180491,0.0004606733,0.001947534,0.001686993,0.004852477],"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":[0.00008631394,0.00002952607,1.392236e-7,0.00003289501,0.0002817881,0.000331303,0.0001214563,3.073056e-7,0.00001054291,0.0001798924,0.9984668,0.0004589704],"study_design_scores_gemma":[0.001178542,0.00113,0.00000194692,0.00007923246,0.0003765934,0.000009688793,0.00003079824,0.00002807643,7.37618e-7,0.000795834,0.9948248,0.001543716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002344027,0.0001483292,0.00001778383,0.00009635399,0.9630942,0.0006035244,0.007173111,0.0004144373,0.0284288],"genre_scores_gemma":[0.0002193177,0.000005778882,0.000137741,0.00007342496,0.9856894,0.0001485671,0.003705057,0.0006484852,0.009372219],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3899076,"threshold_uncertainty_score":0.9999031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006405062975485143,"score_gpt":0.2417158962758846,"score_spread":0.2353108333003995,"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."}}