{"id":"W6903038045","doi":"10.7939/r3-b8ym-e451","title":"ECI Impacts on Reducing the Causes of Disputes in Construction Projects","year":2023,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Constructability; Context (archaeology); Work (physics); Integrated project delivery; Construction industry; Key (lock)","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":[0.03579392,0.0007974348,0.0005871206,0.004383681,0.005366876,0.009483711,0.002786649,0.002523808,0.01051462],"category_scores_gemma":[0.08543463,0.0004929888,0.00094183,0.004133287,0.003580335,0.005806087,0.01060981,0.003204263,0.001221125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007564637,"about_ca_system_score_gemma":0.01426204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005710487,"about_ca_topic_score_gemma":0.006009697,"domain_scores_codex":[0.9444087,0.02322072,0.002875503,0.002267147,0.02138581,0.005842186],"domain_scores_gemma":[0.9035182,0.03888346,0.01478278,0.008163773,0.02557889,0.009072966],"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":[0.0005862192,0.002565306,0.1557347,0.002575732,0.0002479689,0.003111088,0.06320105,0.01536074,0.004937532,0.09348493,0.01826944,0.6399253],"study_design_scores_gemma":[0.0001945171,0.00266305,0.3463374,0.004190188,0.0005193616,0.001862535,0.306045,0.02547626,0.007267685,0.05449438,0.2505053,0.000444378],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6989585,0.002536262,0.02734875,0.009080678,0.0003584569,0.001386913,0.0002356893,0.0004669827,0.2596277],"genre_scores_gemma":[0.9829996,0.0007217013,0.009231996,0.0004476872,0.0000479783,0.0002899984,0.0001378455,0.00006835035,0.006054897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03579392,"threshold_uncertainty_score":0.1892986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03948141361109881,"score_gpt":0.2805811614557448,"score_spread":0.241099747844646,"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."}}