{"id":"W3201560979","doi":"10.33423/jabe.v23i2.4105","title":"The Information Costs of Organization: NLP Measures of Decision Making Capacity","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transaction cost; Probit model; Coase theorem; Ordered probit; Economics; Variable (mathematics); Probit; Econometrics; Marginal cost; Microeconomics; Actuarial science; Computer science; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0114126,0.0004845019,0.0005856868,0.00636712,0.0009231432,0.005517635,0.0009865505,0.001407231,0.006614723],"category_scores_gemma":[0.1535227,0.0003528925,0.0007251736,0.009622376,0.003156448,0.01253061,0.002394387,0.001986888,0.0005060732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002742785,"about_ca_system_score_gemma":0.001330149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003527806,"about_ca_topic_score_gemma":0.002582937,"domain_scores_codex":[0.9900548,0.005521323,0.0007685472,0.001194402,0.002215357,0.0002455488],"domain_scores_gemma":[0.6860687,0.2830816,0.01500177,0.0106825,0.00428836,0.0008770253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007349114,0.0006207856,0.1322571,0.0009976225,0.0007574197,0.0004691212,0.005805973,0.1065538,0.002248593,0.5376182,0.006048016,0.2058885],"study_design_scores_gemma":[0.00006655313,0.00009076664,0.04568328,0.0001975362,0.0001580472,0.0002818737,0.00232894,0.1992674,0.001574878,0.7453101,0.004933702,0.0001069146],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6179596,0.001972941,0.2925769,0.009610666,0.0001315238,0.0003368438,0.006576319,0.0003731548,0.07046206],"genre_scores_gemma":[0.9673693,0.0003220602,0.02932437,0.0001666752,0.00006892461,0.0002631536,0.001233104,0.00004113342,0.001211254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0114126,"threshold_uncertainty_score":0.06035638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525669042354559,"score_gpt":0.1784246807363481,"score_spread":0.1631679903128025,"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."}}