{"id":"W4400444289","doi":"10.5465/amproc.2024.13876symposium","title":"Collective Intelligence in Organizations and Organizing","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Collective intelligence; Knowledge management; Computer science","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":[0.003115276,0.000451035,0.0005158025,0.001343169,0.003510145,0.009368734,0.0006389749,0.001621687,0.006299664],"category_scores_gemma":[0.003627615,0.000186447,0.0004105017,0.001758,0.01249076,0.005837727,0.00334573,0.001827679,0.0006627277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003273576,"about_ca_system_score_gemma":0.003301187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002594058,"about_ca_topic_score_gemma":0.002719432,"domain_scores_codex":[0.9982496,0.0009176842,0.00006077823,0.0001991628,0.0003485715,0.0002242093],"domain_scores_gemma":[0.9984118,0.0008127405,0.0002094994,0.0001761532,0.0001455494,0.0002442252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006823724,0.00001130478,0.0005180877,0.00009191634,0.0000123427,0.00003263343,0.006307539,0.0006316158,0.00006681816,0.9516224,0.01299601,0.02770241],"study_design_scores_gemma":[0.000007353362,0.00002149132,0.001057661,0.0002329638,0.00000969529,0.000044282,0.004771054,0.0003963615,0.00006738175,0.6478953,0.3454828,0.00001365295],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03155854,0.09984564,0.02408208,0.1144187,0.004693648,0.0001189916,0.0001069684,0.0001896352,0.7249858],"genre_scores_gemma":[0.8544809,0.051736,0.009320545,0.006392403,0.003247824,0.0001868626,0.0001098511,0.00008264056,0.0744429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009368734,"threshold_uncertainty_score":0.02375156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09224617455171313,"score_gpt":0.3840736535673934,"score_spread":0.2918274790156802,"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."}}