{"id":"W2783834742","doi":"10.1108/tcj-02-2017-0011","title":"Systems breakdown in recruitment at McCune Contracting","year":2018,"lang":"en","type":"article","venue":"The CASE Journal","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Business; Marketing; Appeal; Process (computing); Service (business); Information system; Operations management; Computer science; Economics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001854538,0.0001207714,0.0001605433,0.0001659753,0.0006185187,0.0005551221,0.0001406965,0.00003174413,0.0008279117],"category_scores_gemma":[0.0001257175,0.00007573352,0.00005527587,0.0002358826,0.00004066138,0.0007097829,0.00007682741,0.0001879316,0.0005444399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001876745,"about_ca_system_score_gemma":0.00002038128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001480094,"about_ca_topic_score_gemma":0.001107008,"domain_scores_codex":[0.9988597,0.00006160099,0.0004658656,0.00010629,0.0001964408,0.0003101104],"domain_scores_gemma":[0.999139,0.00008356982,0.0004542375,0.0001607043,0.0001393659,0.0000231782],"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":[0.001316887,0.0006252964,0.1063595,0.0005988808,0.0006996988,0.02463018,0.008909824,0.0005623872,0.02030043,0.03683535,0.6889485,0.110213],"study_design_scores_gemma":[0.005904784,0.0001173779,0.02033734,0.0005802681,0.0001653336,0.06773667,0.02625284,0.01148986,0.0003125319,0.000679363,0.8657533,0.0006703341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778725,0.0001659185,0.0001324772,0.002753958,0.001942331,0.0004956769,0.000002469799,0.00003251853,0.01660215],"genre_scores_gemma":[0.9933091,0.000006596962,0.00001126676,0.001384934,0.004396854,0.00001454078,0.000002146984,0.00001661015,0.0008578923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1768048,"threshold_uncertainty_score":0.9065052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1217187948031022,"score_gpt":0.3432697872448508,"score_spread":0.2215509924417486,"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."}}