{"id":"W2086309276","doi":"10.1006/obhd.2000.2943","title":"Cognitive Diversity and Consensus in Group Decision Making: The Role of Inputs, Processes, and Outcomes","year":2001,"lang":"en","type":"article","venue":"Organizational Behavior and Human Decision Processes","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":270,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Operationalization; Group decision-making; Cognition; Viewpoints; Social psychology; Unanimity; Similarity (geometry); Context (archaeology); Diversity (politics); Cognitive psychology; Epistemology; Political science; Computer science; Artificial intelligence","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":[0.0001694955,0.0001419338,0.0001930382,0.0001438873,0.000556767,0.0000463711,0.0001236825,0.00009047346,0.0002614103],"category_scores_gemma":[0.0002676977,0.0001049178,0.000009934048,0.0004360238,0.0002142039,0.0001061677,0.0003343066,0.0001116628,0.000002516731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009987035,"about_ca_system_score_gemma":0.00003501021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004856263,"about_ca_topic_score_gemma":0.0003912782,"domain_scores_codex":[0.9990435,0.00002221256,0.0002691289,0.0002982538,0.0002324748,0.0001344866],"domain_scores_gemma":[0.9987265,0.0006436927,0.0001241058,0.00009861773,0.000361338,0.00004568798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001024779,0.0001780241,0.9818247,0.00002886611,0.000008573028,0.00001001002,0.002413475,3.849665e-7,0.00002246004,0.00257291,0.00002328945,0.01281486],"study_design_scores_gemma":[0.0007837558,0.00008780946,0.989314,0.0001154932,0.00004493454,0.00007545423,0.00100888,0.000006222526,0.00001646215,0.008247796,0.0001690559,0.0001301158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972175,0.001907925,0.0002760812,0.00004207202,0.00004163351,0.0002264496,0.00004484385,0.00001532589,0.0002281484],"genre_scores_gemma":[0.9993006,0.0003255487,0.000155531,0.00008737522,0.00001492646,0.0000114593,0.00001888689,0.00001454438,0.00007114035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01268474,"threshold_uncertainty_score":0.4282258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02085135856079764,"score_gpt":0.3167991813581006,"score_spread":0.295947822797303,"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."}}