{"id":"W7164331495","doi":"10.31579/2642-973x/062","title":"The Shadow Psyche in Leadership &amp; Decision-making: Impact on Conflict, Collective Consciousness &amp; Evolutionary Progress in Humans","year":2023,"lang":"","type":"article","venue":"Brain and Neurological Disorders","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada","funders":"","keywords":"Shadow (psychology); Embodied cognition; Consciousness; Ideology; Psyche; Deviance (statistics)","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":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002689996,0.0004341246,0.0004339986,0.0003707528,0.001986673,0.000225128,0.0005703079,0.0004740616,0.0003143305],"category_scores_gemma":[0.002794483,0.0003102442,0.0001891706,0.002919419,0.003225472,0.0002430889,0.0001552498,0.00095115,0.0001670225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001600614,"about_ca_system_score_gemma":0.0003543958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008411035,"about_ca_topic_score_gemma":0.01687263,"domain_scores_codex":[0.9935518,0.003100759,0.0006217096,0.0009927736,0.0006220283,0.001110967],"domain_scores_gemma":[0.9898571,0.009385113,0.0001662406,0.0003334877,0.00007849355,0.000179617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01493973,0.002363867,0.6950657,0.0000554369,0.00009831338,0.00008566764,0.0440177,0.006308368,0.00003058026,0.1198235,0.02922096,0.08799022],"study_design_scores_gemma":[0.001165316,0.0008381334,0.8552421,0.0001100731,0.000009064835,0.000003482237,0.003884175,0.002168329,6.878544e-8,0.1230396,0.01314623,0.0003934007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9530676,0.002516814,0.00002984421,0.03926457,0.0004217137,0.001395731,0.0000333069,0.0001159122,0.00315451],"genre_scores_gemma":[0.9938643,0.00234079,0.00001349157,0.002320537,0.00009294171,0.000214325,0.00002081116,0.00002340832,0.001109411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1601764,"threshold_uncertainty_score":0.999935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0652532712073446,"score_gpt":0.3628496264230014,"score_spread":0.2975963552156568,"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."}}