{"id":"W3213469223","doi":"10.1167/jov.21.9.2011","title":"The perception of average slant is biased in concave surfaces","year":2021,"lang":"en","type":"article","venue":"Journal of Vision","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Mathematics; Perception; Geometry; Statistics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003690954,0.0003470393,0.0004074946,0.0007268227,0.0003088532,0.001606199,0.0002535619,0.0005172599,0.002482841],"category_scores_gemma":[0.006561943,0.0003636526,0.0002846916,0.0003713877,0.0006330615,0.000794051,0.000863691,0.0005644524,0.0004786311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002474241,"about_ca_system_score_gemma":0.0002296994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002983409,"about_ca_topic_score_gemma":0.001981174,"domain_scores_codex":[0.9997001,0.00005461253,0.000007982652,0.00006173857,0.0001067603,0.00006879176],"domain_scores_gemma":[0.9984692,0.0006025221,0.0002086166,0.0001309191,0.0004095312,0.0001791387],"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":[0.003413245,0.0001027309,0.1078141,0.0001370553,0.0001082778,0.0002870534,0.0007737484,0.004646967,0.826503,0.001449009,0.001290478,0.05347434],"study_design_scores_gemma":[0.00004377076,0.0003257218,0.9472483,0.00002975037,0.00004931027,0.0007020457,0.0007948172,0.02839069,0.0195454,0.00229002,0.0005338665,0.00004628845],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932032,0.0001079319,0.00461396,0.00007875862,0.00002487309,0.000005049975,0.00005931738,0.00005062037,0.001856267],"genre_scores_gemma":[0.9989102,0.00006191487,0.000613158,0.00003752785,0.00001149152,0.000001934767,0.00007406284,0.00004061816,0.0002490738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002983409,"threshold_uncertainty_score":0.008305907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02067150633223112,"score_gpt":0.2573719120960387,"score_spread":0.2367004057638076,"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."}}