{"id":"W4235877097","doi":"10.15353/cjo.v81i3.1559","title":"Editorial Fra Vol 81 No 3","year":2019,"lang":"da","type":"article","venue":"Canadian Journal of Optometry","topic":"Ocular Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002394053,0.0002616791,0.0003569883,0.000328396,0.0001015541,0.0001172143,0.0004133069,0.0004681375,0.001054158],"category_scores_gemma":[0.0002476493,0.0002524188,0.0003500342,0.0002491181,0.00008580235,0.00001612188,0.00003378388,0.000350883,0.000676049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001362604,"about_ca_system_score_gemma":0.002147645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005945744,"about_ca_topic_score_gemma":0.0003192078,"domain_scores_codex":[0.9984515,0.00006285604,0.0004088704,0.0002656206,0.0002961445,0.0005149582],"domain_scores_gemma":[0.997665,0.00001451848,0.00030905,0.0003468256,0.0007710161,0.0008936021],"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":[0.0001319163,0.0001030133,0.4415573,0.0000706418,0.0009282263,0.0001066646,0.00005870133,0.00003109595,0.004841657,0.0000121657,0.5503839,0.001774716],"study_design_scores_gemma":[0.002530283,0.001151459,0.009706307,0.00009969698,0.000129843,0.00005390766,0.0001090702,0.00001025792,0.001849356,0.000008852333,0.9840167,0.0003342823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8157874,0.01196596,0.00004125471,0.0001272847,0.1675195,0.0001715508,0.0001509491,0.000001395522,0.004234685],"genre_scores_gemma":[0.9390473,0.0003352421,0.0001805659,0.0001801259,0.05749525,8.684694e-7,0.00005189328,0.00004068009,0.002668071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4336328,"threshold_uncertainty_score":0.9999928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002593401644531687,"score_gpt":0.2390583481432422,"score_spread":0.2364649464987106,"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."}}