{"id":"W4391045439","doi":"10.15353/cjo.v68i3.4606","title":"COETF Report","year":2021,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00695347,0.001247304,0.002895622,0.02035564,0.001060627,0.001546558,0.003149348,0.0009164885,0.008633702],"category_scores_gemma":[0.007205328,0.001315566,0.002010005,0.01380499,0.001068496,0.002525501,0.00007917,0.004207227,0.0006813312],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006590872,"about_ca_system_score_gemma":0.06609751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007120794,"about_ca_topic_score_gemma":0.01506139,"domain_scores_codex":[0.9866509,0.0008220077,0.005402854,0.0008453284,0.002779225,0.003499644],"domain_scores_gemma":[0.9619583,0.0005940192,0.005705424,0.001502099,0.01046054,0.01977962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006990963,0.00007369089,0.7534239,0.00008714446,0.001272818,0.1374704,0.0005183352,0.0005121901,0.0008988398,0.00001941002,0.1049296,0.000723873],"study_design_scores_gemma":[0.002990889,0.0003843709,0.6424362,0.00102264,0.0006811297,0.2112961,0.002286059,0.00003500524,0.003382232,0.00001978363,0.1341377,0.001327895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598352,0.01605084,0.0008378073,0.004033364,0.008209492,0.0002773374,0.000773709,0.0000243792,0.00995786],"genre_scores_gemma":[0.9859116,0.000194788,0.007008435,0.001119381,0.002707046,0.000002704066,0.00005263695,0.0004700788,0.002533293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1109876,"threshold_uncertainty_score":0.9994909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01768755484468166,"score_gpt":0.3237576538106799,"score_spread":0.3060700989659982,"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."}}