{"id":"W3161657630","doi":"10.31234/osf.io/6zyvp","title":"Linking Dynamics Between Pupil and Lens","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Pupil; Accommodation; Lens (geology); Pupillary response; Through-the-lens metering; Dilation (metric space); Pupil size; Exit pupil; Optometry; Optics; Mathematics; Physics; Medicine; Geometry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004269406,0.0002219636,0.0001939863,0.0006143615,0.0002627461,0.001246602,0.0001994222,0.000373936,0.004062437],"category_scores_gemma":[0.004064534,0.0002480373,0.0001580763,0.000426788,0.0004888969,0.001207859,0.0007348589,0.0003942365,0.0003528165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003088706,"about_ca_system_score_gemma":0.0002186115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006520299,"about_ca_topic_score_gemma":0.0003168792,"domain_scores_codex":[0.999501,0.0001417031,0.0000214855,0.0001897021,0.00009993339,0.00004623551],"domain_scores_gemma":[0.9981735,0.001183542,0.0003452723,0.00009408213,0.0001418798,0.00006178984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001673638,0.0003993484,0.2178794,0.001064282,0.0002615202,0.001270396,0.00551053,0.03612069,0.4520719,0.05788196,0.00253301,0.2233333],"study_design_scores_gemma":[0.0000668131,0.0005561926,0.8783843,0.0001109108,0.00006498861,0.001544363,0.001491943,0.05446161,0.02638564,0.0306117,0.00617702,0.0001444886],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9035145,0.001673772,0.080019,0.0004861182,0.00008064536,0.00008228207,0.0004603113,0.000190517,0.01349286],"genre_scores_gemma":[0.9930454,0.0003625542,0.005593244,0.00002826397,0.00002655779,0.00001866247,0.00006951878,0.00002359868,0.0008323801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004062437,"threshold_uncertainty_score":0.01359022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04416866790796541,"score_gpt":0.3148578163162407,"score_spread":0.2706891484082753,"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."}}