{"id":"W2944492002","doi":"10.15353/cjo.73.595","title":"Eighth Science Day | Eyes, Vision and Neurosciences","year":2011,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; University of Alabama","keywords":"Vision science; Cognitive science; Optometry; Psychology; Computer science; Artificial intelligence; Medicine","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","bibliometrics","sts"],"consensus_categories":[],"category_scores_codex":[0.006383586,0.0003839234,0.0008864303,0.01302782,0.0009523326,0.0006700332,0.001739247,0.0002028399,0.0009109306],"category_scores_gemma":[0.00203692,0.0002972139,0.0003387078,0.007951108,0.003004298,0.002129993,0.00005763493,0.00139373,0.00002032763],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008857027,"about_ca_system_score_gemma":0.02185783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003704401,"about_ca_topic_score_gemma":0.001146894,"domain_scores_codex":[0.9945547,0.0001803152,0.001193733,0.0004586824,0.001927975,0.001684602],"domain_scores_gemma":[0.9848216,0.0001577424,0.0007841372,0.0004636023,0.002190831,0.01158205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004295867,0.00004365998,0.9885278,0.00004837017,0.0000621252,0.003786383,0.0006968157,0.000007951076,0.00156363,0.00001696567,0.001673078,0.00353031],"study_design_scores_gemma":[0.001084493,0.001474736,0.9785463,0.0004579316,0.0001103005,0.01007557,0.0009353908,0.0001581893,0.003108516,0.000009006247,0.003721506,0.0003180288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878103,0.004159363,0.0004735292,0.001514455,0.002284574,0.0001912645,0.00003192919,0.00000462502,0.003529986],"genre_scores_gemma":[0.9954334,0.0003506701,0.002985733,0.0004722156,0.0003653259,6.082067e-7,8.711666e-7,0.00003828006,0.0003529305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02097213,"threshold_uncertainty_score":0.999948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02840810608299973,"score_gpt":0.3579784649932851,"score_spread":0.3295703589102854,"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."}}