{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003326829,0.0001959526,0.0002716471,0.0002427263,0.000439274,0.0001956507,0.0002677333,0.0001074698,0.0001163101],"category_scores_gemma":[0.000125277,0.0001526445,0.00004261324,0.0004356576,0.0005093088,0.0002007411,0.0001985252,0.0003946453,0.000001593346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002155803,"about_ca_system_score_gemma":0.00004387303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001825429,"about_ca_topic_score_gemma":0.0001056507,"domain_scores_codex":[0.9979025,0.0002039351,0.0002694345,0.0006498575,0.0007443229,0.0002300007],"domain_scores_gemma":[0.999327,0.0002508347,0.0001779466,0.0001408321,0.00004671322,0.00005669302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001156602,0.0003084299,0.00389147,0.0001366357,0.000007366498,0.00005858654,0.0007670863,0.000008029238,0.7121229,0.002412213,0.1817042,0.09846734],"study_design_scores_gemma":[0.003506824,0.02595364,0.07910664,0.0009105414,0.0006281945,0.0004813536,0.00194898,0.00382154,0.1276793,0.01313143,0.7373825,0.005449078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8036871,0.00004688591,0.000137503,0.1947634,0.000646693,0.0004184475,0.0001169251,0.00003298908,0.0001500926],"genre_scores_gemma":[0.8618398,0.00004303702,0.0001823937,0.1360073,0.0002706004,0.00006562255,0.00003554986,0.00001651864,0.001539204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5844437,"threshold_uncertainty_score":0.6224661,"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."}}