{"id":"W4388841403","doi":"10.3758/s13414-023-02813-2","title":"Limitations on flexible allocation of visual short-term memory resources with multiple levels of goal-directed attentional prioritization","year":2023,"lang":"en","type":"article","venue":"Attention Perception & Psychophysics","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland; University of Guelph; Brock University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cognitive psychology; Prioritization; Psychology; Resource allocation; Task (project management); Working memory; Rapid serial visual presentation; Probabilistic logic; Perception; Cognition; Computer science; Artificial intelligence; Neuroscience; Process management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002148404,0.0004835429,0.0005138872,0.000540354,0.0003270014,0.002254555,0.001528808,0.0008237588,0.004029323],"category_scores_gemma":[0.01124442,0.0005366558,0.0003911768,0.0004210628,0.0007851876,0.00269471,0.001783359,0.00107625,0.0008580838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008074417,"about_ca_system_score_gemma":0.000828822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002462674,"about_ca_topic_score_gemma":0.001528432,"domain_scores_codex":[0.9989991,0.0001538351,0.0001066225,0.0002459615,0.0003073229,0.0001871962],"domain_scores_gemma":[0.9929175,0.003171541,0.0006924871,0.002081016,0.0005680777,0.0005694786],"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":[0.001607347,0.0003978638,0.01728109,0.0004324405,0.0003111094,0.0002983917,0.0005281778,0.01114123,0.7946979,0.02215028,0.001807678,0.1493465],"study_design_scores_gemma":[0.000461441,0.001295536,0.4308121,0.0002907317,0.0005267454,0.002491037,0.001135185,0.1468452,0.2644716,0.1418474,0.009634214,0.0001887157],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9441887,0.0009754288,0.03961744,0.0007523916,0.00006314064,0.00007624543,0.0002352818,0.0004738792,0.01361744],"genre_scores_gemma":[0.9938618,0.0001465708,0.005024587,0.0001089295,0.00001152609,0.0000370462,0.00009271304,0.00006334719,0.0006535425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004029323,"threshold_uncertainty_score":0.01347947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1825928789580173,"score_gpt":0.3802505077719112,"score_spread":0.1976576288138939,"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."}}