{"id":"W2125423088","doi":"10.1016/j.visres.2007.08.007","title":"Collinear facilitation: Effect of additive and multiplicative external noise","year":2007,"lang":"en","type":"article","venue":"Vision Research","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Facilitation; Contrast (vision); Luminance; Noise (video); Psychology; Physics; Neuroscience; Optics; Computer science; Artificial intelligence","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":[0.002502353,0.00007538287,0.0001157524,0.0002227038,0.0002310294,0.00004134269,0.0001395017,0.00006019941,0.0003502125],"category_scores_gemma":[0.001981345,0.00005795905,0.00002665727,0.0005024368,0.0003335141,0.0001144217,0.00009335851,0.0002382629,0.0001603682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002407615,"about_ca_system_score_gemma":0.00002487127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001666404,"about_ca_topic_score_gemma":0.000002775897,"domain_scores_codex":[0.9981448,0.0004565998,0.0001692701,0.0003131576,0.0006818358,0.000234309],"domain_scores_gemma":[0.9972165,0.002281317,0.00004295315,0.0001347853,0.0001982895,0.0001261782],"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":[0.0003659419,0.00003055305,0.00009205398,0.00003162909,6.108762e-7,0.000005858757,0.0007832266,0.000001118541,0.8577131,0.0003420504,0.0001209521,0.1405129],"study_design_scores_gemma":[0.0006094383,0.001466212,0.004056994,0.00006441185,0.000001196136,0.000005135513,0.0002532804,0.002816797,0.9886276,0.000418205,0.001618385,0.00006232427],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929363,0.0000310392,0.004675136,0.0001150489,0.00003999402,0.0003453312,0.00003029438,0.00002461677,0.001802273],"genre_scores_gemma":[0.9984182,0.00004666187,0.000557929,0.0000460095,0.00004229215,0.00001397732,0.000001642763,0.000007577834,0.0008657247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1404506,"threshold_uncertainty_score":0.3834581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.104879742238131,"score_gpt":0.4826865966452503,"score_spread":0.3778068544071194,"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."}}