{"id":"W346845742","doi":"","title":"The Selection and Management of Cost Justification Techniques among Advanced Manufacturing Technology Companies in Malaysia","year":2004,"lang":"en","type":"article","venue":"","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flexibility (engineering); Advanced manufacturing; Business; Competition (biology); Industrial organization; Product (mathematics); Quality (philosophy); Activity-based costing; New product development; Marketing; Operations management; Risk analysis (engineering); Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005868765,0.0002254194,0.0001794345,0.002853112,0.002717581,0.003445466,0.0009643082,0.001001054,0.001733107],"category_scores_gemma":[0.01650804,0.0002710848,0.0001821575,0.002003548,0.001295622,0.002060465,0.001449855,0.0009107674,0.000225981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006030477,"about_ca_system_score_gemma":0.006193363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009228499,"about_ca_topic_score_gemma":0.01030645,"domain_scores_codex":[0.9920758,0.0023486,0.0005564931,0.0004776668,0.003285779,0.001255806],"domain_scores_gemma":[0.9669902,0.008779374,0.01401456,0.0006025714,0.006316084,0.003297135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003126989,0.0003994142,0.6399707,0.0004267459,0.00006022296,0.00204334,0.03887595,0.001443215,0.004509519,0.00877123,0.003592927,0.2995941],"study_design_scores_gemma":[0.00001638606,0.0008765067,0.8622314,0.0005240659,0.00003977542,0.001545207,0.09143947,0.004372156,0.002469434,0.00185772,0.03448427,0.0001436598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926385,0.0009035153,0.000687931,0.001147274,0.00001561767,0.00005022604,0.00002041782,0.000008910107,0.004527646],"genre_scores_gemma":[0.9969291,0.0006016346,0.0006881633,0.0001373679,0.000007318733,0.00001545511,0.00001656713,0.000003547241,0.001600844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009228499,"threshold_uncertainty_score":0.04375434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005983005820505365,"score_gpt":0.2080880859676426,"score_spread":0.2021050801471373,"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."}}