{"id":"W3043323887","doi":"10.1016/j.visres.2020.06.006","title":"Binocular rivalry from luminance and contrast","year":2020,"lang":"en","type":"article","venue":"Vision Research","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Binocular rivalry; Rivalry; Luminance; Percept; Stimulus (psychology); Monocular; Perception; Psychology; Binocular vision; Contrast (vision); Cognitive psychology; Neuroscience; Visual perception; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003643693,0.00007483846,0.0001059158,0.00006365032,0.0003002331,0.0002010946,0.000225882,0.00006081483,0.0007545084],"category_scores_gemma":[0.0009210494,0.00006372014,0.00002121046,0.0004222746,0.0001991099,0.0001603996,0.0001777869,0.0003250802,0.0007482635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001020571,"about_ca_system_score_gemma":0.00003451447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002593103,"about_ca_topic_score_gemma":9.160823e-7,"domain_scores_codex":[0.9982556,0.0002934333,0.0001175428,0.0004626962,0.0006106411,0.0002601461],"domain_scores_gemma":[0.9993047,0.000251333,0.00002011621,0.0001432781,0.00005279084,0.0002277573],"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":[0.00005079266,0.00002396085,0.00006517344,0.00001297003,5.006107e-7,0.00002461326,0.0004733556,5.835931e-7,0.9635801,0.0007869739,0.002765729,0.03221525],"study_design_scores_gemma":[0.0009631542,0.0006595125,0.003930143,0.00007857832,0.000002615737,0.000005205809,0.0003861009,0.02166616,0.8878707,0.004979183,0.07923593,0.0002227167],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889973,0.0001494851,0.001445656,0.006883,0.00007114825,0.0001717381,0.00001766454,0.00008271153,0.002181321],"genre_scores_gemma":[0.996836,0.0001972641,0.0003518782,0.00210902,0.0001013354,0.000006825742,0.000001731039,0.00001314556,0.0003828021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0764702,"threshold_uncertainty_score":0.9617664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2387637352486065,"score_gpt":0.4504925153195342,"score_spread":0.2117287800709277,"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."}}