{"id":"W4412363739","doi":"10.1016/j.actpsy.2025.105269","title":"Involuntary mental imagery is influenced by visual salience","year":2025,"lang":"en","type":"article","venue":"Acta Psychologica","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Salience (neuroscience); Mental image; Psychology; Cognitive psychology; Salient; Cognition; Homogeneous; Set (abstract data type); Perception; Task (project management); Artificial intelligence; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002650053,0.0002013329,0.0002274637,0.0003323814,0.0001113856,0.0004839907,0.0001569092,0.0001627527,0.001854888],"category_scores_gemma":[0.0070356,0.0001823743,0.0001237606,0.0001758124,0.0003303863,0.0002460599,0.0005534479,0.0003500781,0.0002560536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000138891,"about_ca_system_score_gemma":0.0001149636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006583225,"about_ca_topic_score_gemma":0.0005498719,"domain_scores_codex":[0.9997711,0.00005683889,0.00001705735,0.00004754206,0.00007135262,0.00003614847],"domain_scores_gemma":[0.9973119,0.001303122,0.0008237526,0.0002512723,0.0001624742,0.0001473365],"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":[0.002487784,0.000311303,0.07558697,0.0002634359,0.0001457727,0.0005441169,0.001748081,0.0008419599,0.8482113,0.001030701,0.0006426553,0.06818578],"study_design_scores_gemma":[0.0000568083,0.0004961891,0.9549608,0.00003352611,0.00007282646,0.0007872169,0.0003480692,0.005508516,0.03500069,0.002025628,0.0006831419,0.00002651036],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947062,0.0001771948,0.002251012,0.00003492639,0.000009879478,0.00001905482,0.00005230552,0.00003499571,0.002714513],"genre_scores_gemma":[0.9990827,0.00005994183,0.0004199797,0.0000115874,0.000003617448,0.00001140959,0.00006220363,0.00002048623,0.0003280755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001854888,"threshold_uncertainty_score":0.006205261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07609647299335284,"score_gpt":0.4143541908524006,"score_spread":0.3382577178590478,"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."}}