{"id":"W4385933087","doi":"10.1101/2023.08.16.553483","title":"Attentional selection and communication through coherence: Scope and limitations","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Coherence (philosophical gambling strategy); Mechanism (biology); Neuroscience; Cognitive psychology; Scope (computer science); Cognition; Stimulus (psychology); Psychology; Computer science; Perception; Cognitive science; Physics","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":[0.002538749,0.0003181627,0.0005626378,0.0003959013,0.000475164,0.001622291,0.001761397,0.001224469,0.004174823],"category_scores_gemma":[0.01423056,0.0003145483,0.0006990663,0.0004175112,0.001710614,0.003179479,0.001508926,0.0011748,0.0001910342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007165137,"about_ca_system_score_gemma":0.0007694036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003172631,"about_ca_topic_score_gemma":0.001392224,"domain_scores_codex":[0.9989676,0.0006010026,0.0000414831,0.0001219616,0.0001966083,0.00007138304],"domain_scores_gemma":[0.9906682,0.007505222,0.0003530078,0.0007674057,0.0005102016,0.0001959234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002631409,0.0001137752,0.006957962,0.0004648794,0.0001683221,0.0004927527,0.0005384416,0.374327,0.0164608,0.5567586,0.001721047,0.04173326],"study_design_scores_gemma":[0.00004013678,0.0000531587,0.00193782,0.00003772501,0.00002576592,0.00009268158,0.000130252,0.7662727,0.001156094,0.2290744,0.00114762,0.00003162876],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5609885,0.004153574,0.3767281,0.01504742,0.0002882057,0.00008950063,0.0002114674,0.0002848429,0.04220847],"genre_scores_gemma":[0.9905309,0.0003787378,0.008339189,0.00008450275,0.00004531737,0.00004234361,0.00001832969,0.0000198344,0.0005408163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004174823,"threshold_uncertainty_score":0.0139662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06628899584030944,"score_gpt":0.2633884496017602,"score_spread":0.1970994537614507,"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."}}