{"id":"W3095232125","doi":"10.1167/jov.20.11.820","title":"Temporal evolution of colour representation measured with magnetoencephalography (MEG).","year":2020,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Color perception and design","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Achromatic lens; Hue; Magnetoencephalography; Stimulus (psychology); Chromatic scale; Artificial intelligence; Contrast (vision); Psychology; Color vision; Perception; Pattern recognition (psychology); Mathematics; Computer vision; Communication; Computer science; Physics; Cognitive psychology; Optics; Neuroscience; Electroencephalography","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":[0.0003469685,0.0002166973,0.0002214711,0.0003834288,0.0001128665,0.0004900304,0.0001692035,0.0003693693,0.001371198],"category_scores_gemma":[0.002296773,0.0001659718,0.0002097655,0.0003863545,0.0002350235,0.0004193016,0.000305053,0.0004727402,0.0002719476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001743469,"about_ca_system_score_gemma":0.0001059073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001156304,"about_ca_topic_score_gemma":0.001988648,"domain_scores_codex":[0.9998876,0.00001792416,0.0000059598,0.00003958248,0.00003128214,0.00001766048],"domain_scores_gemma":[0.9996464,0.000179341,0.00005849939,0.00002386659,0.00006449069,0.00002739535],"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":[0.0007087149,0.00005885566,0.0272161,0.0001646397,0.0001083079,0.0001607838,0.0003974746,0.001180539,0.9216825,0.0007577754,0.001040027,0.04652429],"study_design_scores_gemma":[0.00004543623,0.0004749388,0.8820712,0.00003842206,0.0001467332,0.00114918,0.0002578477,0.022758,0.08774964,0.002650547,0.002600479,0.0000576054],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9515722,0.0007343903,0.04144817,0.0002457864,0.00007270451,0.000113506,0.001788561,0.0003391673,0.003685506],"genre_scores_gemma":[0.9877494,0.000275722,0.009960931,0.0001037875,0.00002950431,0.00006836127,0.0008952245,0.00006288572,0.0008540833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001371198,"threshold_uncertainty_score":0.004587114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04486917967017529,"score_gpt":0.3387429215093006,"score_spread":0.2938737418391253,"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."}}