{"id":"W4248322033","doi":"10.15353/cjo.77.492","title":"Editorial","year":2015,"lang":"es","type":"editorial","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","bibliometrics","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","bibliometrics","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.02669914,0.005332342,0.01111947,0.0765912,0.002368919,0.007110137,0.01517246,0.01009059,0.005933942],"category_scores_gemma":[0.03638248,0.005638336,0.006066566,0.02179766,0.003993574,0.006195514,0.0002732218,0.02591562,0.002876827],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0413152,"about_ca_system_score_gemma":0.3121293,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04542211,"about_ca_topic_score_gemma":0.01940995,"domain_scores_codex":[0.9570082,0.003132135,0.01361735,0.002120022,0.0147569,0.009365336],"domain_scores_gemma":[0.8652034,0.003297103,0.02232278,0.002760412,0.04586735,0.06054895],"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":[0.0009247426,0.0001724795,0.2208219,0.0005332941,0.005105809,0.01318665,0.001061011,0.0006539294,0.00007212521,0.000005332694,0.7570603,0.0004024939],"study_design_scores_gemma":[0.0120799,0.00328007,0.03220512,0.00653643,0.004393994,0.01052691,0.001927066,0.00002441381,0.0001223099,0.00001829396,0.9241881,0.004697357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.1478433,0.02328523,0.0001084753,0.001286528,0.8107115,0.0009643481,0.01311283,0.00003486147,0.002652901],"genre_scores_gemma":[0.4109643,0.0006846437,0.001300633,0.0001635288,0.5843214,0.000006123805,0.0002413186,0.001369024,0.0009489483],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2708141,"threshold_uncertainty_score":0.9989945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01280811027769381,"score_gpt":0.319705947347437,"score_spread":0.3068978370697432,"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."}}