{"id":"W2322994146","doi":"10.1506/r0mh-w9h9-cqjd-1356","title":"The Efficacy of Third‐Party Consultation in Preventing Managerial Escalation of Commitment: The Role of Mental Representations*","year":2004,"lang":"en","type":"article","venue":"Contemporary Accounting Research","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mandate; Construct (python library); Continuation; Public relations; Process (computing); Control (management); Escalation of commitment; Business; Function (biology); Psychology; Accounting; Political science; Social psychology; Management; Economics; Computer science","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":[0.009538361,0.0004443973,0.0003081879,0.0005244926,0.001072295,0.001791916,0.001071868,0.001644259,0.002541225],"category_scores_gemma":[0.1116685,0.0002915084,0.0003169481,0.0002530862,0.002000303,0.001290956,0.002141113,0.001556202,0.0002410266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041909,"about_ca_system_score_gemma":0.001992458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002221652,"about_ca_topic_score_gemma":0.001744155,"domain_scores_codex":[0.9847921,0.01138842,0.000456253,0.0005975016,0.002064146,0.0007015307],"domain_scores_gemma":[0.8020883,0.1506967,0.01962964,0.01822195,0.003951001,0.005412484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01443481,0.0171182,0.1919504,0.001591244,0.0004880281,0.0008938687,0.04810331,0.01653523,0.1263203,0.02797804,0.003912283,0.5506743],"study_design_scores_gemma":[0.003525428,0.03139406,0.6103233,0.001359652,0.001197121,0.001349871,0.030064,0.135519,0.126839,0.03659071,0.02107926,0.0007585817],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875934,0.00006374594,0.004490137,0.0005359646,0.0000148154,0.0001017874,0.000008716547,0.00006507248,0.007126404],"genre_scores_gemma":[0.9971234,0.00001875217,0.002390704,0.00009261163,0.000005771305,0.00007655759,0.000006599799,0.000005932078,0.0002795246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009538361,"threshold_uncertainty_score":0.0504443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03002799432330052,"score_gpt":0.3024600623655266,"score_spread":0.2724320680422261,"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."}}