{"id":"W2912753551","doi":"10.1038/s41562-019-0531-8","title":"Opportunities and challenges for a maturing science of consciousness","year":2019,"lang":"en","type":"article","venue":"Nature Human Behaviour","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; Western University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Neurological Disorders and Stroke; National Eye Institute; Wellcome Trust","keywords":"Misrepresentation; Consciousness; Set (abstract data type); Engineering ethics; Field (mathematics); Mental health; Interdisciplinarity; Psychology; Sociology; Public relations; Political science; Social science; Psychiatry; Computer science; Neuroscience; Engineering","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":[0.0006448415,0.0001021191,0.0002661804,0.0002733909,0.00009799908,0.00002205862,0.0001609797,0.0001680821,0.00007670724],"category_scores_gemma":[0.00008881553,0.00008619211,0.00004387573,0.0000859643,0.0004404904,0.0001034186,0.00007655964,0.0003498789,0.00000213715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003439828,"about_ca_system_score_gemma":0.0001492364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000618947,"about_ca_topic_score_gemma":0.000006298538,"domain_scores_codex":[0.9988657,0.0000140596,0.0001745474,0.0002575245,0.0004365594,0.0002515895],"domain_scores_gemma":[0.9990975,0.00009669171,0.00006722038,0.0003184235,0.0003024893,0.0001176924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000892615,0.001027519,0.1819459,0.01129422,0.0001838047,0.0001062056,0.0098327,5.325122e-7,0.3446181,0.4033309,0.00173191,0.04503557],"study_design_scores_gemma":[0.004215457,0.001289339,0.9406713,0.0008950634,0.0001365038,0.0002074694,0.006771726,0.0000318207,0.04215159,0.00141596,0.00188794,0.0003258704],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922132,0.002080126,0.00000126046,0.001334298,0.0001182888,0.0007142683,0.00001889079,0.00003472331,0.003484957],"genre_scores_gemma":[0.9978113,0.0001183132,0.0006259682,0.00005629368,0.00004398868,0.0000277827,0.000006369403,0.00001863575,0.001291392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7587253,"threshold_uncertainty_score":0.3514812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1595834269382863,"score_gpt":0.3864721325833005,"score_spread":0.2268887056450142,"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."}}