{"id":"W4391023596","doi":"10.15353/cjo.v46i2.4394","title":"Annual Report","year":2021,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","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","bibliometrics","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006828373,0.00123135,0.002795684,0.02053435,0.001006136,0.001025315,0.003100241,0.0009134053,0.007053853],"category_scores_gemma":[0.007026238,0.001299307,0.001951113,0.01352719,0.001037426,0.003042061,0.00008233768,0.0041685,0.0005980975],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006078611,"about_ca_system_score_gemma":0.06589212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00685026,"about_ca_topic_score_gemma":0.01412209,"domain_scores_codex":[0.9868081,0.0008172999,0.005267847,0.0008423291,0.002765946,0.00349846],"domain_scores_gemma":[0.9610325,0.0005405265,0.005425697,0.00141372,0.01207713,0.01951043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007354683,0.00007486645,0.7159874,0.00007673089,0.001215134,0.1387919,0.0008122484,0.0005006872,0.000526123,0.00001397883,0.1411368,0.0007905495],"study_design_scores_gemma":[0.002691275,0.0003988965,0.6424391,0.000840229,0.0005899348,0.2027867,0.003837052,0.0000223793,0.002178614,0.00001608719,0.1429644,0.0012353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640675,0.01487457,0.0006950026,0.00378742,0.008026776,0.0002608754,0.002452391,0.00002397563,0.005811448],"genre_scores_gemma":[0.9858295,0.0001509614,0.006806343,0.001004758,0.002989115,0.000002461935,0.00005378271,0.0004513406,0.002711768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07354827,"threshold_uncertainty_score":0.9997632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387989916426114,"score_gpt":0.3148450298941466,"score_spread":0.3009651307298855,"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."}}