{"id":"W2520045687","doi":"10.1108/jaoc-02-2014-0013","title":"Integrative contingency-based framework of MCS: the case of post-secondary education","year":2016,"lang":"en","type":"article","venue":"Journal of Accounting & Organizational Change","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University","funders":"","keywords":"Contingency; Originality; Contingency theory; Accountability; Accounting; Framing (construction); Exploratory research; Sociology; Knowledge management; Psychology; Business; Political science; Qualitative research; Computer science; Epistemology; Social science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002496532,0.000317642,0.0002166948,0.001927177,0.007209055,0.005261666,0.001389823,0.0007564782,0.004025037],"category_scores_gemma":[0.005185603,0.0001792591,0.000314132,0.002996243,0.01964797,0.002135896,0.002980605,0.001573382,0.0001308972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04457384,"about_ca_system_score_gemma":0.03841544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8306329,"about_ca_topic_score_gemma":0.8682794,"domain_scores_codex":[0.9970176,0.001027233,0.00009802337,0.0002613802,0.0005736728,0.001021964],"domain_scores_gemma":[0.9947073,0.001871926,0.0006423871,0.0004536098,0.001191518,0.001133255],"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":[0.00008072609,0.0000806446,0.08983711,0.0001920726,0.00002962147,0.004249022,0.3131268,0.005533243,0.0008014048,0.5371199,0.003377736,0.04557173],"study_design_scores_gemma":[0.00002701754,0.00008720005,0.1788568,0.000505044,0.00004418333,0.001098043,0.6009891,0.01097191,0.0007436225,0.1018173,0.1047518,0.0001079938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8171463,0.001121501,0.01637943,0.00877937,0.00008513807,0.0002921662,0.0002745888,0.00008859698,0.1558328],"genre_scores_gemma":[0.9971461,0.0000820416,0.001169438,0.00007341268,0.000003962525,0.0000203312,0.00002203904,0.000003206323,0.001479586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8306329,"threshold_uncertainty_score":0.3407291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125699778852064,"score_gpt":0.2350005889335026,"score_spread":0.2237435911449819,"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."}}