{"id":"W4226014933","doi":"10.1017/s0140525x21002016","title":"Measures of differentiation and integration: One step closer to consciousness","year":2022,"lang":"en","type":"letter","venue":"Behavioral and Brain Sciences","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Consciousness; Psychology; Wakefulness; Cognitive psychology; Consolidation (business); Neuroscience; Cognitive science; Electroencephalography; Economics","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":[0.007710902,0.0004736482,0.001259464,0.001447408,0.0008672278,0.004285291,0.001438425,0.007492497,0.003641448],"category_scores_gemma":[0.0290755,0.0002468793,0.0003683525,0.0009737933,0.00882093,0.006141825,0.002059443,0.01836072,0.001410428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002125093,"about_ca_system_score_gemma":0.001181665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008564371,"about_ca_topic_score_gemma":0.001416849,"domain_scores_codex":[0.9965094,0.001782178,0.0003333413,0.0004967963,0.0007511684,0.0001271323],"domain_scores_gemma":[0.9825631,0.01237372,0.0007511877,0.001491722,0.002230111,0.0005901611],"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":[0.0005597393,0.000247301,0.01056159,0.0009528277,0.0001956417,0.003067689,0.001786448,0.0006627814,0.009037435,0.4069559,0.3174219,0.2485507],"study_design_scores_gemma":[0.0001287276,0.0002243429,0.008190132,0.0006963045,0.00003603831,0.003635682,0.001385128,0.002978962,0.003262081,0.7297353,0.2496052,0.000122075],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006160331,0.02440465,0.01336484,0.9271578,0.02001289,0.00004427245,0.000133881,0.0001073501,0.008614063],"genre_scores_gemma":[0.2779784,0.01884837,0.02781878,0.5650214,0.09763699,0.0004190479,0.0001576757,0.0002250208,0.01189443],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.007710902,"threshold_uncertainty_score":0.04077965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1097300784280295,"score_gpt":0.3066672905496053,"score_spread":0.1969372121215758,"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."}}