{"id":"W4233014947","doi":"10.15353/cjo.v82i1.1708","title":"Éditorial Vol 82 No 1","year":2020,"lang":"fr","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Ophthalmology and Visual Impairment Studies","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.00315296,0.001195407,0.003133546,0.006965841,0.001003875,0.0004726447,0.001872135,0.001344652,0.01261899],"category_scores_gemma":[0.01021462,0.001198083,0.001624186,0.005108893,0.001713248,0.001513169,0.00007507431,0.004941355,0.001015016],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00343675,"about_ca_system_score_gemma":0.02641974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004520252,"about_ca_topic_score_gemma":0.0005517513,"domain_scores_codex":[0.9902543,0.0006794696,0.003626684,0.0006223671,0.001567521,0.003249677],"domain_scores_gemma":[0.9684674,0.0007350714,0.003555816,0.0005163954,0.006148198,0.02057709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004710847,0.0001442501,0.6813537,0.0005616487,0.002489731,0.01617348,0.001723693,0.00009817164,0.0000947716,0.00001101569,0.2958774,0.001001017],"study_design_scores_gemma":[0.007398636,0.01014414,0.671419,0.00338186,0.002297017,0.01575557,0.002824527,0.0001103796,0.000295725,0.000007008251,0.2851419,0.001224321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8114308,0.0658997,0.0003491918,0.02784248,0.09049071,0.0004605163,0.0006117121,0.00001086969,0.002904],"genre_scores_gemma":[0.9347473,0.001222811,0.001446216,0.003295409,0.05598319,0.000002279436,0.00001509808,0.0001956951,0.003092011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1233165,"threshold_uncertainty_score":0.9999518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02929114618252018,"score_gpt":0.3627464254562447,"score_spread":0.3334552792737246,"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."}}