{"id":"W7127118423","doi":"10.18357/wg23201828","title":"Editors' Note","year":2018,"lang":"","type":"article","venue":"Western Geography","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thompson Rivers University; University of Lethbridge","funders":"","keywords":"","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002128472,0.0004349752,0.0005094691,0.0003598193,0.0002176829,0.0001259138,0.0003242881,0.000216991,0.002991766],"category_scores_gemma":[0.00001966614,0.0004008751,0.0005688273,0.000641147,0.0004737833,0.0002321736,0.0002682479,0.0004576914,0.005241061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004543538,"about_ca_system_score_gemma":0.00008780009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006527442,"about_ca_topic_score_gemma":0.00005334751,"domain_scores_codex":[0.9972967,0.00007680492,0.0005056388,0.0006601714,0.0006444273,0.0008162644],"domain_scores_gemma":[0.9980773,0.0001083294,0.0001616679,0.001025499,0.000187781,0.0004394667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005305966,0.0005090676,0.9177317,0.0002102289,0.0003525677,0.0001691949,0.0006475531,3.425902e-7,0.0009130865,0.00002547857,0.06583802,0.01307219],"study_design_scores_gemma":[0.002264126,0.00295791,0.2761105,0.0004201551,0.000538539,0.00006592344,0.0001151088,0.00005475596,0.001132998,0.00004710052,0.7158354,0.0004574215],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9067461,0.004212934,0.00049415,0.008674158,0.05698581,0.001070823,0.0001367291,0.0001843,0.021495],"genre_scores_gemma":[0.9328105,0.0002068311,0.0001727284,0.01131003,0.05441398,0.00001360895,0.00003475052,0.00006390036,0.0009736336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6499974,"threshold_uncertainty_score":0.9998443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009639984840102471,"score_gpt":0.2769121143535467,"score_spread":0.2672721295134442,"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."}}