{"id":"W2078440293","doi":"10.1006/cpac.2001.0479","title":"Critical Accounting Interventions","year":2001,"lang":"en","type":"article","venue":"Critical Perspectives on Accounting","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Praxis; Legitimacy; Psychological intervention; Scholarship; Political science; Accounting; Intervention (counseling); Public relations; Sociology; Psychology; Economics; Politics; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009598433,0.0004740806,0.0004184152,0.0007552944,0.00120093,0.00220003,0.0006597768,0.0001651149,0.003094411],"category_scores_gemma":[0.01302695,0.0004820218,0.000372061,0.001418511,0.0004531236,0.003767137,0.00050283,0.0006038584,0.00384418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001910724,"about_ca_system_score_gemma":0.00002907318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001210098,"about_ca_topic_score_gemma":0.00002585641,"domain_scores_codex":[0.9964157,0.00002852229,0.0007115992,0.001009909,0.0008556709,0.0009785937],"domain_scores_gemma":[0.9971734,0.0007445627,0.0001881015,0.0005230885,0.00131963,0.00005117485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005361865,0.0006755295,0.02835644,0.0003638102,0.00004459453,0.00007488109,0.0001520004,0.00006285873,0.0001356095,0.9619245,0.005908722,0.002247426],"study_design_scores_gemma":[0.004203829,0.0002629276,0.3186317,0.004485768,0.001469297,0.0001785138,0.08005884,0.0317658,0.0001209629,0.2464216,0.30588,0.006520721],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3630174,0.001503911,0.03896627,0.04658196,0.00416756,0.0009664798,0.00001667265,0.002992436,0.5417873],"genre_scores_gemma":[0.9865541,0.00002185525,0.000981985,0.006326578,0.005557714,0.00004153484,0.00001987144,0.0001181552,0.0003782395],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7155029,"threshold_uncertainty_score":0.9997631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02799690627514833,"score_gpt":0.3116530281771085,"score_spread":0.2836561219019602,"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."}}