{"id":"W4391040665","doi":"10.15353/cjo.v47i2.4438","title":"Inaugural Comments from Dr. June Robertson, President, Ontario Association of Optometrists","year":2021,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Association (psychology); Optometry; Ophthalmology; Medicine; Psychology","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":[0.001384565,0.0004027267,0.001078601,0.00375935,0.0004506932,0.0005014941,0.00134021,0.0002320086,0.005681724],"category_scores_gemma":[0.0003459899,0.0004245605,0.0006866161,0.004515221,0.0001861893,0.001076552,0.00004977777,0.00125288,0.00002605218],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002776955,"about_ca_system_score_gemma":0.01340827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1511248,"about_ca_topic_score_gemma":0.1153888,"domain_scores_codex":[0.9955213,0.0001990404,0.001883695,0.0003325541,0.001025373,0.00103801],"domain_scores_gemma":[0.9905226,0.0004132231,0.002734801,0.0004695423,0.002661892,0.003197922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001454085,0.00007988667,0.9601598,0.00001281648,0.0005938238,0.0001599721,0.0007874692,0.0002566614,0.000317994,0.00003210187,0.03672671,0.0008582291],"study_design_scores_gemma":[0.00155299,0.000114879,0.9544367,0.0002889859,0.000292836,0.0001263206,0.00133855,0.0000291231,0.003609755,0.00007297471,0.03772711,0.0004097545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890811,0.001174966,0.001127431,0.003252194,0.002010855,0.000162394,0.0004825049,0.000003073502,0.002705425],"genre_scores_gemma":[0.9940088,0.00002721276,0.001847777,0.0002438288,0.0007083411,0.000003040793,0.00004890474,0.00004274181,0.003069365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03573591,"threshold_uncertainty_score":0.9998206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014257795670303,"score_gpt":0.2888670898719914,"score_spread":0.2787245119152884,"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."}}