{"id":"W4405889810","doi":"10.15353/cjo.v86i4.6120","title":"Editorial","year":2024,"lang":"en","type":"editorial","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003683839,0.00343456,0.002998543,0.003942735,0.003088369,0.008650563,0.002757584,0.008182792,0.1534221],"category_scores_gemma":[0.02814864,0.0009550415,0.001987287,0.001604975,0.001362347,0.003057965,0.001410613,0.007583475,0.1530147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003103581,"about_ca_system_score_gemma":0.005476202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004208388,"about_ca_topic_score_gemma":0.01094811,"domain_scores_codex":[0.9954187,0.0005935857,0.0003963859,0.0004895971,0.002620381,0.0004814123],"domain_scores_gemma":[0.9779884,0.002447358,0.001221152,0.0007231355,0.01382494,0.003795113],"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":[0.00001297164,0.000004156611,0.000008918747,0.00005984541,0.000003041993,0.0000274744,0.000001560188,0.000004091833,0.00001002199,0.00005121447,0.997079,0.002737786],"study_design_scores_gemma":[0.00006099425,0.00001049819,0.0001031583,0.000286708,0.00001326178,0.00009093925,0.00001923289,0.00003726929,0.00003362341,0.0003525743,0.998984,0.000007638717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003441352,0.002383278,0.00005475324,0.01827839,0.9589794,0.00005872754,0.0002061382,0.0001339027,0.01987092],"genre_scores_gemma":[0.000966086,0.005721406,0.0002252149,0.03674507,0.8065615,0.0001519679,0.0004666361,0.0002356916,0.1489263],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1534221,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008135256147637444,"score_gpt":0.3111963056191295,"score_spread":0.3030610494714921,"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."}}