{"id":"W4402905957","doi":"10.1167/jov.24.10.1427","title":"Impaired perception of isoluminant red-green contrast modulation stimuli: Evidence for a magnocellular pathway mechanism.","year":2024,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Color perception and design","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Contrast (vision); Mechanism (biology); Perception; Modulation (music); Psychology; Audiology; Neuroscience; Cognitive psychology; Medicine; Physics; Optics; Acoustics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001078192,0.0001272773,0.000280898,0.0002821893,0.00005664184,0.0000423282,0.000137482,0.0001438839,0.001612811],"category_scores_gemma":[0.00009953298,0.000102856,0.0002866635,0.0001593502,0.00003356935,0.0003207847,0.00001779262,0.0001673356,0.0000962849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001109665,"about_ca_system_score_gemma":0.00007504515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002497165,"about_ca_topic_score_gemma":0.000004724725,"domain_scores_codex":[0.9984677,0.0001574854,0.0006860953,0.0002019127,0.000317771,0.0001690418],"domain_scores_gemma":[0.998826,0.0002797984,0.0003073216,0.0001688197,0.0003276778,0.00009036892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001595601,0.000206995,0.0001054011,0.0001156004,0.00005523264,0.00005474934,0.003233663,0.00006565793,0.8651097,0.001546152,0.007676526,0.1202348],"study_design_scores_gemma":[0.01112578,0.03607562,0.3665945,0.007435164,0.001009414,0.001763902,0.0140164,0.5005064,0.01054667,0.02839441,0.02111883,0.001412903],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7617435,0.0009095829,0.2341123,0.001129664,0.00146296,0.0004506935,0.00001436265,0.00003393149,0.0001429641],"genre_scores_gemma":[0.9960222,0.00007646908,0.00233215,0.00005033887,0.0003522911,0.000008827084,0.000004464713,0.00002247141,0.001130811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.854563,"threshold_uncertainty_score":0.9992998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08054050244948002,"score_gpt":0.3798773898077537,"score_spread":0.2993368873582737,"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."}}