{"id":"W2044316634","doi":"10.1068/p3164","title":"Processing Time of Contour Integration: The Role of Colour, Contrast, and Curvature","year":2001,"lang":"en","type":"article","venue":"Perception","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Achromatic lens; Chromatic scale; Luminance; Curvature; Stimulus (psychology); Optics; Chromaticity; Mathematics; Physics; Artificial intelligence; Geometry; Computer vision; Computer science; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001985707,0.00008475455,0.0001297151,0.00004223497,0.0001290678,0.00003627358,0.0000987219,0.00006992003,0.0004754369],"category_scores_gemma":[0.0001134003,0.00005770754,0.00002967383,0.0001771126,0.0001525997,0.0001914629,0.00001808359,0.0001118955,0.00002110546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001228861,"about_ca_system_score_gemma":0.00002391296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001250321,"about_ca_topic_score_gemma":0.00000678707,"domain_scores_codex":[0.9992759,0.00009082625,0.0001872115,0.0001623486,0.0001819904,0.0001017627],"domain_scores_gemma":[0.9996078,0.00004567453,0.000136528,0.00008892355,0.00008978331,0.00003126827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005011355,0.00003655508,0.0001773745,0.00001308708,7.860628e-7,2.273441e-7,0.002689749,0.000004242022,0.919357,0.0003912919,0.00004469012,0.07723486],"study_design_scores_gemma":[0.0023077,0.001210581,0.07484064,0.0006113744,0.0001346624,0.0003112116,0.01635742,0.172495,0.700438,0.02122837,0.009377721,0.0006872921],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930818,0.0001125038,0.003003474,0.0004209453,0.00004307393,0.0001691612,0.000006258434,0.00003790432,0.003124857],"genre_scores_gemma":[0.9987203,0.00008638277,0.000213007,0.0003459307,0.00005887549,0.000006741303,0.000002697307,0.000007973883,0.0005580155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.218919,"threshold_uncertainty_score":0.5205701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02701724858723181,"score_gpt":0.2953565613359515,"score_spread":0.2683393127487197,"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."}}