{"id":"W2970557332","doi":"10.1177/1032373219871713","title":"Book review: <i>Understanding Mattessich and Ijiri: A Study of Accounting Thought</i>","year":2019,"lang":"en","type":"article","venue":"Accounting History","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Accounting; Epistemology; Sociology; Positive economics; Economics; Philosophy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001161424,0.0003777532,0.0006018712,0.0004771222,0.0002531409,0.0001647442,0.0004758227,0.00008856684,0.001814571],"category_scores_gemma":[0.0002287953,0.0003831798,0.00008771841,0.0006527164,0.00008653283,0.002507944,0.0005671199,0.0002741122,0.0004237557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003478545,"about_ca_system_score_gemma":0.0000473858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003421861,"about_ca_topic_score_gemma":0.00002498057,"domain_scores_codex":[0.9973168,0.0000242762,0.0007679136,0.0006747597,0.0007696582,0.0004465526],"domain_scores_gemma":[0.9979565,0.0001225056,0.001021367,0.0005622883,0.0003204851,0.00001686589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000247195,0.0003052508,0.184666,0.0042603,0.00009998545,0.000008504925,0.0002555948,0.00002810795,0.0003159536,0.005306779,0.804417,0.0003117858],"study_design_scores_gemma":[0.001118739,0.00003092652,0.01472325,0.001328487,0.0003220724,0.000003966389,0.001779233,0.0006030181,0.000005666324,0.0002174101,0.9792562,0.0006110209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6210505,0.2357016,0.0005413436,0.00335952,0.004665161,0.00454716,0.000004164067,0.001131161,0.1289994],"genre_scores_gemma":[0.9392923,0.0008291077,0.0001048971,0.05390223,0.001016528,0.00003750298,0.0000230503,0.0001453538,0.004649075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3182417,"threshold_uncertainty_score":0.999862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624229931628257,"score_gpt":0.203663607525597,"score_spread":0.1874213082093144,"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."}}