{"id":"W4416005745","doi":"10.5465/amproc.2025.17725symposium","title":"Exercising Judgment in Organizations","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Popularity; Diversity (politics); Focus (optics); Business decision mapping; Entrepreneurship; Work (physics)","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":[0.02234784,0.0005500936,0.0005406289,0.001956719,0.008504674,0.01816604,0.001513748,0.004563839,0.005610765],"category_scores_gemma":[0.04193112,0.0003214742,0.0005400064,0.001389853,0.03435073,0.009785243,0.01074185,0.004919328,0.001267393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004714765,"about_ca_system_score_gemma":0.00813207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003583728,"about_ca_topic_score_gemma":0.003306253,"domain_scores_codex":[0.9689925,0.02079838,0.0009951233,0.002577787,0.004448122,0.002188036],"domain_scores_gemma":[0.9715316,0.01521873,0.003178214,0.00284194,0.003437269,0.003792205],"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":[0.00003881034,0.00005795057,0.002699469,0.0001993702,0.00002524541,0.0004948705,0.1285512,0.0008171935,0.0008463431,0.7878761,0.01581487,0.0625786],"study_design_scores_gemma":[0.00001924321,0.00007129826,0.00170941,0.0004822664,0.00001512764,0.0002617143,0.03422173,0.001203104,0.0004051275,0.6946172,0.2669363,0.00005745478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09312907,0.008380422,0.09363539,0.07842092,0.003154569,0.0003005961,0.00006860364,0.0002938451,0.7226165],"genre_scores_gemma":[0.9569113,0.002288341,0.01556073,0.006391733,0.0007928904,0.0001489768,0.00004130747,0.0000953706,0.01776932],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02234784,"threshold_uncertainty_score":0.1181881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378022606313222,"score_gpt":0.3367332898912871,"score_spread":0.3229530638281549,"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."}}