{"id":"W4213376960","doi":"10.15353/cjo.v83i3.4360","title":"Editorial Fra Vol 83 No 3","year":2021,"lang":"da","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Retinal and Optic Conditions","field":"Medicine","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":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","bibliometrics","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003605477,0.001275769,0.003192751,0.01157425,0.00117448,0.001271808,0.002101348,0.001480001,0.02500377],"category_scores_gemma":[0.01073052,0.001280878,0.002329924,0.00752175,0.001086894,0.00145382,0.00007816571,0.006132186,0.0008854359],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004776665,"about_ca_system_score_gemma":0.07928789,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007010002,"about_ca_topic_score_gemma":0.004580793,"domain_scores_codex":[0.9880642,0.0006312369,0.004539468,0.0007671703,0.002838958,0.003159005],"domain_scores_gemma":[0.9568829,0.0009515498,0.003398863,0.001075227,0.01779738,0.01989409],"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":[0.0001994126,0.0001339109,0.4457995,0.0003223437,0.001922506,0.02128818,0.0006215475,0.00009119699,0.0003466889,0.00001581051,0.5283238,0.0009350819],"study_design_scores_gemma":[0.006755461,0.001917324,0.3927494,0.004561428,0.002568134,0.02204774,0.003369019,0.00006386604,0.0006663944,0.00001928411,0.563863,0.001418883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6786059,0.02878252,0.0004362064,0.007843951,0.2735357,0.0004075111,0.001456837,0.00001098262,0.008920404],"genre_scores_gemma":[0.8255652,0.001230241,0.002284433,0.001270828,0.1636008,0.000002615594,0.00006764381,0.0002067513,0.005771439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1469593,"threshold_uncertainty_score":0.9999994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009543908965319656,"score_gpt":0.2975357087516868,"score_spread":0.2879917997863672,"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."}}