{"id":"W4407251626","doi":"10.1186/s41235-025-00612-x","title":"Context-dependent modulation of spatial attention: prioritizing behaviourally relevant stimuli","year":2025,"lang":"en","type":"article","venue":"Cognitive Research Principles and Implications","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Context (archaeology); Psychology; Cognitive psychology; Experimental psychology; Modulation (music); Spatial contextual awareness; Neuroscience; Cognitive science; Communication; Geography; Computer science; Cognition; Physics; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005864901,0.00009460268,0.0001410216,0.0002507997,0.0006209249,0.0001080784,0.0001549108,0.00006734367,0.00005075913],"category_scores_gemma":[0.001448724,0.00009178437,0.00004926543,0.0003767096,0.0002992047,0.0001757624,0.0002086186,0.000249563,0.00002018923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004842659,"about_ca_system_score_gemma":0.0001542281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007908572,"about_ca_topic_score_gemma":0.00004154273,"domain_scores_codex":[0.9984378,0.0002578004,0.0002991486,0.0004141544,0.0003418166,0.0002493057],"domain_scores_gemma":[0.9984826,0.0005220469,0.0000765825,0.0001866777,0.0006423029,0.00008978515],"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":[0.00004653855,0.0001587891,0.003471382,0.00007180429,0.000008401533,0.000001092057,0.0002184676,0.000003569945,0.733842,0.04547969,0.0000159943,0.2166823],"study_design_scores_gemma":[0.001353854,0.0003513034,0.8588296,0.0005536763,0.00004485981,0.00001774763,0.001492855,0.004568728,0.1159097,0.01523174,0.001406295,0.0002396004],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9386954,0.0001738345,0.05359312,0.001811443,0.00006407922,0.0008478962,0.0001082257,0.00005758104,0.004648376],"genre_scores_gemma":[0.9981552,0.0002489635,0.0001425732,0.0001292706,0.00002746939,0.0001193134,0.00001738148,0.000009442001,0.001150351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8553582,"threshold_uncertainty_score":0.4775715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2862095493222026,"score_gpt":0.4727498703454684,"score_spread":0.1865403210232658,"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."}}