{"id":"W2028147800","doi":"10.1167/9.8.661","title":"Repulsion of perceived direction in superimposed surfaces","year":2010,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Aperture (computer memory); Fixation (population genetics); Grating; Surface (topology); Optics; Motion (physics); Physics; Visual field; Computer science; Computer vision; Geometry; Mathematics; Chemistry; Acoustics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000217298,0.0003491246,0.0003937683,0.0002655937,0.0001288107,0.0005209953,0.0002053912,0.000490133,0.002392256],"category_scores_gemma":[0.002946621,0.0002348826,0.0002047978,0.00009595435,0.0002198861,0.0003992757,0.0007639614,0.0004795685,0.0001943615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001802896,"about_ca_system_score_gemma":0.0001713719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005861662,"about_ca_topic_score_gemma":0.0005096603,"domain_scores_codex":[0.9996572,0.00004484347,0.0000229778,0.0000928166,0.0001471169,0.00003495845],"domain_scores_gemma":[0.9992546,0.0002698388,0.0001202248,0.00008387869,0.0001301912,0.0001412071],"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":[0.0005130204,0.0000177296,0.001648869,0.00004776616,0.00001329048,0.0001126967,0.0001038315,0.0001315039,0.9938431,0.000113749,0.00005316452,0.003401274],"study_design_scores_gemma":[0.0002116337,0.002203004,0.807269,0.00004891166,0.0001345664,0.001550623,0.0004319478,0.01217466,0.1732603,0.001151751,0.001489525,0.0000740735],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972011,0.0000927264,0.001238713,0.00002288139,0.00001587932,0.00001192171,0.00003564436,0.00004161569,0.0013395],"genre_scores_gemma":[0.9971985,0.00005901278,0.001703954,0.00005063271,0.0000119157,0.00001509267,0.0001026927,0.00002955109,0.0008286597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002392256,"threshold_uncertainty_score":0.008002937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008337698088736226,"score_gpt":0.2881987298578301,"score_spread":0.2798610317690939,"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."}}