{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000532173,0.0001016198,0.00008804278,0.00004241492,0.0006026002,0.0004853575,0.0002381086,0.00005678746,0.00006949664],"category_scores_gemma":[0.0003699292,0.00008933159,0.00005745637,0.00004985601,0.00009421369,0.000596788,0.00009964069,0.0001267855,0.0001143709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001082299,"about_ca_system_score_gemma":0.00001661037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001102159,"about_ca_topic_score_gemma":0.00000376573,"domain_scores_codex":[0.999148,0.00002137525,0.00009784825,0.0003125856,0.0002229001,0.0001973495],"domain_scores_gemma":[0.999436,0.00003761867,0.0001164923,0.0003231741,0.00001990235,0.00006677502],"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":[0.00007651265,0.0002144224,0.04657599,0.00002452877,0.00001163986,0.00007235561,0.0001996607,0.000003904869,0.8257459,0.005928361,0.009359539,0.1117872],"study_design_scores_gemma":[0.001422966,0.0007174981,0.3790345,0.00005254024,0.00002572765,0.00008337857,0.00003408773,0.03798058,0.4060681,0.005210871,0.1687915,0.0005783411],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839658,0.000008252766,0.0003253334,0.004038272,0.001817092,0.0001402407,0.00003812584,0.000116717,0.009550214],"genre_scores_gemma":[0.9903397,0.00002512619,0.00001636348,0.001196261,0.0003483732,0.00001105444,0.000001685062,0.00001348494,0.008047936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4196778,"threshold_uncertainty_score":0.4680313,"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."}}