{"id":"W2109571099","doi":"10.1177/0963721410363895","title":"Representations in Visual Cognition","year":2010,"lang":"en","type":"article","venue":"Current Directions in Psychological Science","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Salience (neuroscience); Psychology; Cognition; Cognitive psychology; Perception; Stimulus (psychology); Observer (physics); Representation (politics); Cognitive science; Visual perception; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006269966,0.00009521763,0.00008987456,0.0004513227,0.0003244481,0.0001211884,0.0003256951,0.00006306818,0.0006441262],"category_scores_gemma":[0.001883072,0.00008221219,0.00002985324,0.003245458,0.0006821967,0.0004260306,0.00005633309,0.0005905382,0.0002123598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003673118,"about_ca_system_score_gemma":0.00003271353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007072455,"about_ca_topic_score_gemma":0.00007002641,"domain_scores_codex":[0.9983208,0.00009324504,0.0002448316,0.0006896059,0.0003267385,0.0003247505],"domain_scores_gemma":[0.9995068,0.0001169783,0.00005090598,0.0001717706,0.0000422725,0.0001112932],"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":[0.00001094412,0.000922675,0.002683135,0.000002179467,6.783011e-8,0.00000331826,0.000172612,0.000008917627,0.8458095,0.005142639,0.00005789042,0.1451861],"study_design_scores_gemma":[0.001666576,0.0003168339,0.7442783,0.0001121928,0.000005729792,0.00014218,0.0003463483,0.008008869,0.160953,0.07481485,0.008589729,0.000765383],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730322,0.000009856991,0.0006568908,0.0002770239,0.003204168,0.0001825249,0.000002859337,0.0001207249,0.02251378],"genre_scores_gemma":[0.999221,0.00006916055,0.0002923726,0.0002205976,0.00006266845,0.0000721028,0.000001323429,0.000003942399,0.00005689349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7415951,"threshold_uncertainty_score":0.705273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1447218695055659,"score_gpt":0.5090740262873814,"score_spread":0.3643521567818155,"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."}}