{"id":"W2002597000","doi":"10.1523/jneurosci.3214-10.2011","title":"Choice from Non-Choice: Predicting Consumer Preferences from Blood Oxygenation Level-Dependent Signals Obtained during Passive Viewing","year":2011,"lang":"en","type":"article","venue":"Journal of Neuroscience","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":213,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; National Institute of Mental Health; York University","keywords":"Functional magnetic resonance imaging; Striatum; Ventral striatum; Psychology; Prefrontal cortex; Neuroscience; Cognitive psychology; Value (mathematics); Neural correlates of consciousness; Blood-oxygen-level dependent; Cognition; Computer science; Dopamine; Machine learning","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":[0.000339365,0.0001951937,0.000182201,0.0001908143,0.00007679372,0.0003938374,0.0001183494,0.0003796452,0.0009988538],"category_scores_gemma":[0.001743364,0.0001794472,0.0001868898,0.0001182354,0.0002138712,0.0003559145,0.0001730417,0.0002889327,0.0001372479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001342293,"about_ca_system_score_gemma":0.0001409041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001380691,"about_ca_topic_score_gemma":0.003710706,"domain_scores_codex":[0.9999107,0.00003165041,0.000004880032,0.00002475316,0.00001704616,0.00001091487],"domain_scores_gemma":[0.9994221,0.0003599513,0.0001069874,0.00002906035,0.00002045747,0.00006149877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01111658,0.001247028,0.5972459,0.0002533894,0.000389946,0.0004302314,0.0006757955,0.007466616,0.3213468,0.0007855534,0.0004052983,0.05863689],"study_design_scores_gemma":[0.00007955234,0.0009966063,0.9276342,0.000007331484,0.00006662269,0.0003688176,0.0001148672,0.04925494,0.02008164,0.001176707,0.0001826363,0.00003602102],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986082,0.00002526994,0.001103949,0.00001441227,0.000001175274,0.000007884229,0.00004404407,0.000005154868,0.0001900106],"genre_scores_gemma":[0.9979184,0.00005117168,0.001690242,0.00001087932,0.000003261707,0.00001152761,0.0001415039,0.000003759071,0.0001692545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001380691,"threshold_uncertainty_score":0.003341496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2487333995796688,"score_gpt":0.3529139576702716,"score_spread":0.1041805580906027,"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."}}