{"id":"W2621014718","doi":"10.1111/infa.12188","title":"How Visual is Visual Prediction?","year":2017,"lang":"en","type":"article","venue":"Infancy","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Child Health and Human Development; Canadian Institutes of Health Research; National Institutes of Health; National Science Foundation","keywords":"Novelty; Stimulus (psychology); Psychology; Visual perception; Perception; Visual attention; Cognitive psychology; Neuroscience; Social psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007068538,0.0002859497,0.0003154354,0.000233956,0.0001494496,0.001245758,0.0003258773,0.0006708542,0.001249729],"category_scores_gemma":[0.006674826,0.0002757212,0.0002225831,0.0001352012,0.0009987901,0.002365015,0.0005541954,0.0005388478,0.0002479292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002615953,"about_ca_system_score_gemma":0.0002779562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009541584,"about_ca_topic_score_gemma":0.0007514184,"domain_scores_codex":[0.9994739,0.0001266497,0.00002537183,0.0001516569,0.000154843,0.00006755557],"domain_scores_gemma":[0.9985468,0.0005933989,0.0003510987,0.0002087419,0.0002015547,0.00009835645],"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":[0.0008372162,0.00007500046,0.1081714,0.0007578767,0.0001967233,0.002262861,0.003730825,0.003126028,0.5028096,0.04066218,0.002883277,0.334487],"study_design_scores_gemma":[0.00006259081,0.0008436,0.6209581,0.0004633784,0.0002636313,0.007365614,0.004171042,0.02749943,0.1834049,0.135384,0.01929464,0.0002890926],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9177703,0.003152282,0.052449,0.002719109,0.000214101,0.00002164658,0.0002266262,0.0002827319,0.02316414],"genre_scores_gemma":[0.9915319,0.000871291,0.006389285,0.0001574825,0.00003501278,0.00001010386,0.00009054539,0.00004812532,0.0008663069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001249729,"threshold_uncertainty_score":0.004180789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02769907040884732,"score_gpt":0.3075555748263265,"score_spread":0.2798565044174792,"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."}}