{"id":"W2171340812","doi":"10.1177/1534484304267833","title":"Business Models for Training and Performance Improvement Departments","year":2004,"lang":"en","type":"article","venue":"Human Resource Development Review","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Profit center; Profit (economics); Business; Knowledge management; Business model; Marketing; Computer science; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01554369,0.0008603796,0.0005418347,0.004565953,0.003145932,0.008957613,0.001930337,0.003374739,0.01387082],"category_scores_gemma":[0.02753682,0.0005007796,0.0006578881,0.006660036,0.004522203,0.006807693,0.00285405,0.004559869,0.00566386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01299013,"about_ca_system_score_gemma":0.01549817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00747234,"about_ca_topic_score_gemma":0.007421169,"domain_scores_codex":[0.9774814,0.01007484,0.00130894,0.001402018,0.008500988,0.001231791],"domain_scores_gemma":[0.9780351,0.007930663,0.00232931,0.001758348,0.008454562,0.001492056],"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":[0.00001727586,0.00006568748,0.0003798545,0.0003342592,0.000008851545,0.00007110901,0.0004840308,0.0008582927,0.0001550909,0.8676044,0.06408846,0.06593273],"study_design_scores_gemma":[0.00002587124,0.00006281346,0.001059611,0.0003775953,0.00001034238,0.0001552455,0.0004703941,0.0009880635,0.000155073,0.0851971,0.9114743,0.00002358733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005423558,0.04029987,0.1323646,0.07562584,0.005100824,0.001629382,0.0004957843,0.0008026296,0.7382577],"genre_scores_gemma":[0.349889,0.05430996,0.2443869,0.04370656,0.006458052,0.00674972,0.001434406,0.0007099496,0.2923554],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01554369,"threshold_uncertainty_score":0.09425044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04623541748561791,"score_gpt":0.2427974527437906,"score_spread":0.1965620352581727,"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."}}