{"id":"W4391024699","doi":"10.15353/cjo.v48i3.4504","title":"Letters","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":"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":[0.0007580785,0.000508195,0.0004454963,0.0007556425,0.002079443,0.003064942,0.001050586,0.006618505,0.2301535],"category_scores_gemma":[0.008464008,0.0002480784,0.0007880898,0.0003384647,0.0007624315,0.0009783668,0.001159094,0.00566778,0.1093483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002065697,"about_ca_system_score_gemma":0.003008297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006738588,"about_ca_topic_score_gemma":0.01357665,"domain_scores_codex":[0.9989182,0.000131479,0.00006279037,0.0001638718,0.0004500886,0.0002735839],"domain_scores_gemma":[0.9974135,0.0005415356,0.0001074525,0.0001713748,0.001053996,0.0007122218],"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":[0.00003230344,0.00001218757,0.0001647511,0.00003137802,0.000003592329,0.0004286818,0.00002078609,0.00001296399,0.00007797287,0.001527477,0.9851961,0.01249167],"study_design_scores_gemma":[0.00001886558,0.0000111477,0.0003837178,0.00005288605,0.000004131573,0.0005297282,0.00007702056,0.00002284647,0.00009025558,0.001197412,0.9976065,0.0000053404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001481374,0.005273052,0.0003331888,0.4623899,0.2361111,0.0001017957,0.0007153897,0.0003060124,0.2932881],"genre_scores_gemma":[0.01042165,0.002732309,0.0002939737,0.2258674,0.0452109,0.00007704542,0.0003990621,0.0001023656,0.7148953],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2301535,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01377477294172451,"score_gpt":0.2957852339495171,"score_spread":0.2820104610077926,"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."}}