{"id":"W1997423615","doi":"10.1002/pfi.20163","title":"A continuous improvement approach: Closing the loop in an engineering, procurement, and construction management environment","year":2010,"lang":"en","type":"article","venue":"Performance Improvement Journal","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Closing (real estate); Procurement; Business; Plan (archaeology); Action plan; Operations management; Process management; Engineering; Management; Marketing; Finance; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002720091,0.0002173959,0.0002124139,0.0002150237,0.001127997,0.00006724158,0.0002581381,0.0001162124,0.0002035785],"category_scores_gemma":[0.00003005954,0.0001534658,0.00003615017,0.0001412376,0.0001006879,0.0004347716,0.0001725969,0.001897112,0.00002186702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000298984,"about_ca_system_score_gemma":0.000165021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003429035,"about_ca_topic_score_gemma":0.00003037292,"domain_scores_codex":[0.9972309,0.0000931241,0.0008098067,0.0003132766,0.0006299575,0.0009228819],"domain_scores_gemma":[0.9989113,0.00007250241,0.000305253,0.0003018294,0.00009321833,0.0003159202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003390535,0.0003349302,0.4206779,0.0007739114,0.00005073736,0.000005516643,0.001199272,0.0001861528,0.01055983,0.001745023,0.0001270534,0.5640006],"study_design_scores_gemma":[0.008897594,0.002717228,0.8626336,0.0003739618,0.00006789207,0.00008903147,0.007332503,0.08575644,0.0009493115,0.0004430117,0.02999973,0.0007396337],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937112,0.00006689828,0.0008667491,0.0007646498,0.000801793,0.002379812,0.000005736012,0.00002454651,0.001378636],"genre_scores_gemma":[0.9903741,0.0008735049,0.006676712,0.0005032562,0.0005208605,0.0007344131,0.00001548548,0.00002892058,0.0002727434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.563261,"threshold_uncertainty_score":0.8675757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.026779392052354,"score_gpt":0.3424620223160146,"score_spread":0.3156826302636606,"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."}}