{"id":"W2021173922","doi":"10.1167/11.11.745","title":"Color contribution to motion due to early expansive nonlinearities within the luminance pathway","year":2011,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Luminance; Grating; Optics; Physics; Contrast (vision); Phase (matter); Motion (physics); Classical mechanics","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":[0.0002617233,0.0004873177,0.0001981413,0.0002290874,0.000211141,0.0003604421,0.0001968884,0.0002425515,0.001652877],"category_scores_gemma":[0.001328663,0.000357868,0.0003393733,0.0001164451,0.0003335973,0.0004047777,0.0005252906,0.0006392252,0.0001399966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004484611,"about_ca_system_score_gemma":0.0003726963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001720263,"about_ca_topic_score_gemma":0.001468058,"domain_scores_codex":[0.9999205,0.0000137063,0.000004398802,0.00001300222,0.00002054408,0.00002786262],"domain_scores_gemma":[0.999397,0.0003437154,0.00005650346,0.00003930803,0.00007645837,0.00008694527],"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":[0.0004408966,0.0001027962,0.005323255,0.0001057342,0.00004355143,0.0002371107,0.00009625554,0.03918472,0.9449,0.001572212,0.00007763947,0.007915885],"study_design_scores_gemma":[0.0001324412,0.0006625004,0.06560578,0.00003123418,0.0001577912,0.0005711018,0.0001110901,0.6634796,0.2656775,0.00240136,0.001070288,0.00009926911],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851208,0.0001167888,0.01198619,0.00004927715,0.00001555023,0.0000269205,0.00003253599,0.00007788814,0.002574095],"genre_scores_gemma":[0.9973421,0.00008286395,0.001956363,0.00001903257,0.00000461317,0.00001350766,0.00002577814,0.00001714053,0.0005385369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001720263,"threshold_uncertainty_score":0.005529404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04980806935018266,"score_gpt":0.3168703394152889,"score_spread":0.2670622700651062,"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."}}