{"id":"W2768605314","doi":"10.20381/ruor-21195","title":"Project Management Practices in Small Projects: 5 cases in a Canadian Hospital Setting","year":2017,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering management; Program management; Medicine; Operations management; Project management; Engineering; Systems engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0082861,0.0002151556,0.000413944,0.007995111,0.0006813288,0.0003970936,0.00236344,0.0002365488,0.000439291],"category_scores_gemma":[0.003394667,0.0002384546,0.0001153194,0.002230833,0.0002225626,0.001146966,0.0002603187,0.0008807176,0.0001151975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005074221,"about_ca_system_score_gemma":0.001783479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4782359,"about_ca_topic_score_gemma":0.9849847,"domain_scores_codex":[0.9958023,0.0005149716,0.0004273412,0.0008772204,0.001563415,0.0008147355],"domain_scores_gemma":[0.9967247,0.0006402557,0.001005075,0.000867508,0.0006126662,0.0001498201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000945119,0.0001849222,0.6977292,0.0006913202,0.00009161592,0.002993797,0.01135892,0.00001064507,0.000006572266,0.005309452,0.01676733,0.2647617],"study_design_scores_gemma":[0.0009423108,0.0002282252,0.4377733,0.0005602368,0.00002343854,0.000007344119,0.1598063,0.0008314548,0.00001458423,0.000658346,0.398742,0.0004124957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5970296,0.0000526522,0.000001113263,0.0006268491,0.0003046798,0.001452866,0.00003354822,0.00001277419,0.4004859],"genre_scores_gemma":[0.8275943,0.0004691355,0.0008241031,0.000007028488,0.00004665773,0.0000122807,0.0001333724,0.00001884482,0.1708942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5067488,"threshold_uncertainty_score":0.9723897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2423533755759936,"score_gpt":0.4503880480308637,"score_spread":0.2080346724548701,"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."}}