{"id":"W2792911100","doi":"10.1016/j.concog.2018.02.005","title":"Attention is a sterile concept; iterative reentry is a fertile substitute","year":2018,"lang":"en","type":"article","venue":"Consciousness and Cognition","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reentrancy; Perception; Computer science; Metaphor; Cognitive psychology; Cognitive science; Object (grammar); Through-the-lens metering; Psychology; Computer vision; Zoom; Artificial intelligence; Communication; Lens (geology); Neuroscience; Optics; 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":[0.003865632,0.0007325027,0.0008253905,0.001104871,0.001443047,0.007211679,0.002194521,0.003431596,0.008007546],"category_scores_gemma":[0.01147619,0.0002991759,0.0005191017,0.0008238578,0.02755771,0.01652838,0.003175376,0.00456477,0.001788103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009065437,"about_ca_system_score_gemma":0.002031962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004297616,"about_ca_topic_score_gemma":0.0002854278,"domain_scores_codex":[0.9980064,0.0008371407,0.0001112734,0.0003765362,0.0005347531,0.0001339665],"domain_scores_gemma":[0.9942854,0.002761755,0.0004844491,0.001350169,0.0006861673,0.0004320317],"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":[0.00003095885,0.00001447238,0.0001151032,0.00005641851,0.000009332971,0.0001276974,0.0008822424,0.0001081088,0.0005042496,0.9776456,0.002788642,0.01771713],"study_design_scores_gemma":[0.00002416163,0.00005797203,0.000212788,0.0001213348,0.00001886862,0.0009238446,0.0006520831,0.0005865659,0.0008238084,0.9467941,0.0497571,0.00002741815],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05984009,0.04697853,0.3893888,0.1136997,0.01078226,0.0001028534,0.0002248066,0.001265583,0.3777173],"genre_scores_gemma":[0.8616022,0.01127319,0.06683525,0.009706367,0.005228363,0.0002390554,0.0001160411,0.0006442135,0.04435524],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008007546,"threshold_uncertainty_score":0.02678794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02611845068248557,"score_gpt":0.2617002550491507,"score_spread":0.2355818043666651,"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."}}