{"id":"W4311800353","doi":"10.1167/jov.22.14.4269","title":"Diplopia perception in natural stimuli: Reconsidering the impact of disparity gradients","year":2022,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Diplopia; Fixation (population genetics); Perception; Binocular vision; Eye movement; Mathematics; Artificial intelligence; Computer vision; Psychology; Communication; Computer science; Medicine; Population","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":[0.0002431053,0.0002333207,0.000285607,0.0001924516,0.0001254134,0.0006915738,0.0003265986,0.000277203,0.001216159],"category_scores_gemma":[0.002800735,0.0001791656,0.0001435985,0.0001094473,0.00033261,0.0007867253,0.0005569744,0.0005462273,0.00008655097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003160763,"about_ca_system_score_gemma":0.0002455127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001444675,"about_ca_topic_score_gemma":0.001303077,"domain_scores_codex":[0.9998524,0.00003267756,0.000009544146,0.0000322918,0.0000487527,0.00002424981],"domain_scores_gemma":[0.9994913,0.0003033322,0.0000556447,0.00006524015,0.00004195842,0.00004248477],"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":[0.0007139965,0.00009891012,0.003727098,0.0001754272,0.00001588382,0.0001863962,0.0002846739,0.003723667,0.9735755,0.001811936,0.000127524,0.01555897],"study_design_scores_gemma":[0.000290889,0.00295811,0.3984753,0.0002150145,0.0001939987,0.002202964,0.0006774191,0.1896561,0.3799891,0.02005633,0.005128727,0.0001559247],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900516,0.0002371284,0.008026754,0.00006032816,0.00001742437,0.00002868016,0.00006835867,0.00004428214,0.001465335],"genre_scores_gemma":[0.9951454,0.0001570433,0.004322432,0.000050748,0.000005375954,0.00001878066,0.00007539352,0.00002509564,0.000199715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001444675,"threshold_uncertainty_score":0.004068494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1005287159510289,"score_gpt":0.3854504215147329,"score_spread":0.284921705563704,"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."}}