{"id":"W2903416171","doi":"10.1111/joms.12432","title":"Causality Rules: Performance Feedback on Hierarchically Related Goals and Capital Investment Variability","year":2018,"lang":"en","type":"article","venue":"Journal of Management Studies","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Causality (physics); Profitability index; Bounded rationality; Order (exchange); Economics; Productivity; Affect (linguistics); Rationality; Investment (military); Microeconomics; Capital (architecture); Econometrics; Psychology; Macroeconomics; Finance","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":[0.005823738,0.0003566378,0.0005376952,0.001362521,0.000361468,0.003168651,0.0005687,0.0008926509,0.002917863],"category_scores_gemma":[0.04295944,0.0003010689,0.00043612,0.0008975805,0.001540446,0.002016629,0.001727647,0.001211658,0.000257634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001646253,"about_ca_system_score_gemma":0.0009175146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004158421,"about_ca_topic_score_gemma":0.002225541,"domain_scores_codex":[0.9964541,0.001311473,0.0002335958,0.0006623268,0.0009120565,0.0004264362],"domain_scores_gemma":[0.9510925,0.03215242,0.009079541,0.003539627,0.002791994,0.001343996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001276205,0.0008220497,0.6389897,0.000247642,0.0004587896,0.0004916671,0.004864769,0.09692213,0.02225314,0.08938475,0.002005209,0.142284],"study_design_scores_gemma":[0.00009095161,0.0003793845,0.6818956,0.0000538518,0.0001323491,0.0001239519,0.001115666,0.1127434,0.00494746,0.1968003,0.001605701,0.0001114452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597433,0.0001787556,0.02969205,0.0003805546,0.00001614325,0.00004834422,0.0001141916,0.00007481133,0.009751837],"genre_scores_gemma":[0.9985259,0.0000185664,0.001176339,0.00002514061,0.000006045392,0.000008508759,0.00002748296,0.000008098744,0.000203914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005823738,"threshold_uncertainty_score":0.03079921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02300639922773829,"score_gpt":0.2431923776793911,"score_spread":0.2201859784516529,"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."}}