{"id":"W4380242295","doi":"10.1515/9780773575592-001","title":"Acknowledgments","year":2006,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Accounting Education and Careers","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001126654,0.0005075919,0.0004004783,0.0004916061,0.0004993385,0.0001914408,0.0006682671,0.0004166876,0.0004114852],"category_scores_gemma":[0.00001446039,0.0005968565,0.0002801339,0.00002967309,0.0001344641,0.0004621554,0.0005767575,0.0004380866,0.0006002922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000257754,"about_ca_system_score_gemma":0.00004065419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001646907,"about_ca_topic_score_gemma":0.000002535571,"domain_scores_codex":[0.9982672,0.000007709788,0.0002624873,0.0006140724,0.0004582626,0.000390306],"domain_scores_gemma":[0.9984578,0.00002678037,0.0004838947,0.0005499902,0.0004469446,0.00003454709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000255991,0.00002250225,0.00002754411,0.0001580228,0.00008333887,0.00004267624,0.000007227228,0.000007789644,0.000001660944,0.7096628,0.2889836,0.0009771878],"study_design_scores_gemma":[0.00049112,0.000005158935,0.00005033987,0.0001574337,0.0002908508,5.017977e-7,0.00003955581,0.00001738348,0.00001156854,0.0009950961,0.9973128,0.0006282167],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001742669,0.000001759282,0.00002737355,0.0001730731,0.0009814405,0.0003630393,0.00007539636,0.0004046264,0.9979559],"genre_scores_gemma":[0.002602797,0.00001128724,0.00004098761,0.0009529382,0.001068344,0.000001688071,0.0002307596,0.0001024049,0.9949888],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7086677,"threshold_uncertainty_score":0.9996483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01515105789498149,"score_gpt":0.1967587234981798,"score_spread":0.1816076656031983,"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."}}