{"id":"W2000446914","doi":"10.1016/s0042-6989(01)00305-4","title":"Comparison of color and luminance vision on a global shape discrimination task","year":2002,"lang":"en","type":"article","venue":"Vision Research","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Achromatic lens; Chromatic scale; Luminance; Optics; Color vision; Hyperacuity; Contrast (vision); Stimulus (psychology); Psychophysics; Artificial intelligence; Chromatic aberration; Physics; Mathematics; Spatial frequency; Computer vision; Perception; Computer science; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00112117,0.0005957831,0.0007317464,0.0007529376,0.0001891616,0.0008720052,0.0006805141,0.0009786339,0.005090459],"category_scores_gemma":[0.008019759,0.000284525,0.0002740178,0.0003232312,0.0003776719,0.001468636,0.0007437096,0.0006389995,0.0008456248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002318462,"about_ca_system_score_gemma":0.0003560365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00143951,"about_ca_topic_score_gemma":0.001402862,"domain_scores_codex":[0.9995994,0.00007822477,0.0000327879,0.00008500349,0.0001310461,0.0000735059],"domain_scores_gemma":[0.99679,0.002200712,0.0002131494,0.0002491924,0.0002516447,0.0002951732],"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":[0.01613515,0.0006598236,0.00512482,0.0001726897,0.00007860443,0.0001165244,0.0002793554,0.0005539751,0.9455988,0.0007029327,0.0007623862,0.02981504],"study_design_scores_gemma":[0.002654385,0.0109796,0.7433082,0.00009319901,0.000447489,0.001362007,0.0006046699,0.02175426,0.2085598,0.006985264,0.003064968,0.0001860342],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933789,0.0001829066,0.001674619,0.00006816215,0.00007599166,0.00004760118,0.000228183,0.00005010996,0.004293541],"genre_scores_gemma":[0.9945143,0.0001670188,0.001366602,0.0001905918,0.00004460184,0.00004786562,0.0005826984,0.0001352618,0.00295107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005090459,"threshold_uncertainty_score":0.01702923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2810986666292518,"score_gpt":0.5220138429531082,"score_spread":0.2409151763238563,"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."}}