{"id":"W2071219398","doi":"10.1016/j.visres.2009.04.010","title":"Binocular properties of curvature-encoding mechanisms revealed through two shape after-effects","year":2009,"lang":"en","type":"article","venue":"Vision Research","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Monocular; Curvature; Binocular disparity; Texture (cosmology); Optics; Adaptation (eye); Encoding (memory); Orientation (vector space); Amplitude; Physics; Stereopsis; Chemistry; Mathematics; Geometry; Artificial intelligence; Computer science","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":[0.000208029,0.0002643573,0.0002485126,0.0004136661,0.0002263754,0.0005398356,0.0004093477,0.0003782409,0.003243353],"category_scores_gemma":[0.001498697,0.0002254393,0.0002960722,0.000324602,0.0003851929,0.0006099592,0.0004607721,0.0007291301,0.0002613515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002538961,"about_ca_system_score_gemma":0.0002256596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008761341,"about_ca_topic_score_gemma":0.001112233,"domain_scores_codex":[0.999898,0.000009617165,0.000004698986,0.00001585085,0.00002884658,0.0000430617],"domain_scores_gemma":[0.9992335,0.0003142175,0.00009375217,0.0001253361,0.0001049355,0.0001282592],"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":[0.0005331199,0.00003732288,0.00121111,0.00004560996,0.00001090443,0.00007605464,0.00005305724,0.0001783784,0.9891605,0.001567763,0.0001369758,0.006989347],"study_design_scores_gemma":[0.0002023917,0.0005777046,0.233718,0.00002588386,0.0001392283,0.001083448,0.0001484819,0.02397523,0.7345034,0.003804124,0.001752511,0.00006963129],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899137,0.0003035283,0.006259093,0.00009702578,0.00001506361,0.00002038886,0.0002337377,0.0001026008,0.0030547],"genre_scores_gemma":[0.9979949,0.0001076432,0.001319845,0.00002325781,0.000005843977,0.000006815543,0.0001172888,0.00004451933,0.0003798605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003243353,"threshold_uncertainty_score":0.01085013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1613847788566876,"score_gpt":0.439814911577894,"score_spread":0.2784301327212064,"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."}}