{"id":"W2081615465","doi":"10.1167/10.6.16","title":"Global shape processing: Which parts form the whole?","year":2010,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Wellcome Trust","keywords":"Maxima; Amplitude; Curvature; Maxima and minima; Adaptation (eye); Regular polygon; Contrast (vision); Magnitude (astronomy); Mathematics; Geometry; Physics; Optics; Mathematical analysis","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":[0.0006523783,0.0005066835,0.0008380345,0.0006018506,0.0003505552,0.001481079,0.0004945191,0.0006306767,0.004415613],"category_scores_gemma":[0.00266218,0.0005257194,0.0007643109,0.0004526312,0.001236581,0.004758015,0.001147463,0.0006397061,0.001034411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00022635,"about_ca_system_score_gemma":0.0001921996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002687823,"about_ca_topic_score_gemma":0.0005421111,"domain_scores_codex":[0.999742,0.0000386909,0.00001661771,0.00008735851,0.00007306416,0.00004239006],"domain_scores_gemma":[0.998639,0.0002986023,0.0002047835,0.0004336446,0.0002009807,0.0002229588],"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":[0.001188716,0.00008176273,0.02979183,0.0005513137,0.000196537,0.0003285827,0.00124195,0.001011967,0.6951659,0.004742961,0.0009590045,0.2647395],"study_design_scores_gemma":[0.00009983274,0.001626096,0.8238996,0.0002466599,0.0005124476,0.003024724,0.002588532,0.0121744,0.1072688,0.04044605,0.007968972,0.0001438753],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960382,0.002422156,0.02720699,0.0004978318,0.0001171382,0.0000412716,0.0001094832,0.0001723492,0.009050741],"genre_scores_gemma":[0.9910522,0.0007209977,0.006591975,0.0001637032,0.00004704788,0.00002188084,0.00009073119,0.00009529618,0.001216128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004415613,"threshold_uncertainty_score":0.01477164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04287477783677587,"score_gpt":0.361411140860958,"score_spread":0.3185363630241821,"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."}}