{"id":"W7002177172","doi":"","title":"Modeling Cost of Quality in the Construction Industry
\\nA closer look at the Procurement Process using System Dynamics","year":2014,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Historical Education Studies Worldwide","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Procurement; Quality (philosophy); Quality costs; System dynamics; Process (computing); Order (exchange); Cost engineering; Cost–benefit analysis","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003936315,0.0002242788,0.0004243918,0.0005536507,0.002800823,0.0001061295,0.00107056,0.0004830337,0.0000193789],"category_scores_gemma":[0.0004802199,0.0001863809,0.0001455054,0.002191679,0.0008293258,0.0001979572,0.0001049448,0.001720191,0.00001128707],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008963983,"about_ca_system_score_gemma":0.003115206,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1379281,"about_ca_topic_score_gemma":0.4324227,"domain_scores_codex":[0.9932961,0.003143796,0.0005377795,0.000540786,0.001868554,0.000612993],"domain_scores_gemma":[0.9973304,0.00054073,0.0004890791,0.0005354091,0.0009617276,0.0001426941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002815404,0.001096618,0.5438827,0.004956016,0.0008867508,0.0002062286,0.213732,0.01842153,0.0006326082,0.2081904,0.001986538,0.003193122],"study_design_scores_gemma":[0.000667754,0.00009906519,0.01227591,0.0007170442,0.0001792094,0.000008011398,0.9649585,0.00769311,0.0004223889,0.000422212,0.01197594,0.0005807984],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8444584,0.00009054936,0.0001023849,0.0007603036,0.00105581,0.00145791,0.00001100163,0.00003414416,0.1520295],"genre_scores_gemma":[0.9907829,0.00003855737,0.000008496694,0.00000826842,0.000322541,0.00002098662,0.00003088997,0.00002130053,0.008766119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7512265,"threshold_uncertainty_score":0.9984974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06750767903405377,"score_gpt":0.3758252078730845,"score_spread":0.3083175288390307,"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."}}