{"id":"W2918813191","doi":"","title":"Framework for Scheduling, Controlling, and Delivery Planning for Scattered Repetitive Infrastructure Rehabilitation Projects","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"BIM and Construction Integration","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Scheduling (production processes); Infrastructure planning; Computer science; Process management; Engineering; Engineering management; Operations management; Systems engineering; Medicine; Construction engineering; Physical therapy","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":[0.002204263,0.00154303,0.001236644,0.001211241,0.0009485648,0.001942505,0.002408515,0.001253961,0.005524511],"category_scores_gemma":[0.00224331,0.0008784826,0.001343703,0.001238758,0.0008534783,0.001098416,0.001514841,0.00168565,0.0008136018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003222022,"about_ca_system_score_gemma":0.006502939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04154782,"about_ca_topic_score_gemma":0.03336768,"domain_scores_codex":[0.9990239,0.000262087,0.0000452501,0.0001848132,0.0002979145,0.0001859738],"domain_scores_gemma":[0.9992688,0.000312476,0.0001202285,0.00003225333,0.0001886202,0.00007764313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001529904,0.00002555546,0.0001447521,0.00004616172,0.000009052134,0.00003875761,0.00003947721,0.9776933,0.0003207439,0.01349676,0.000697545,0.007472607],"study_design_scores_gemma":[0.00001086298,0.00002470679,0.00005710248,0.000009828927,0.000005848102,0.000007137936,0.00002290754,0.9945706,0.0001146446,0.003741502,0.001429452,0.000005504944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00386699,0.0001761637,0.9897792,0.0002127515,0.00003902267,0.0002000053,0.0001890961,0.0002796057,0.005257138],"genre_scores_gemma":[0.3365102,0.001170582,0.6515461,0.0001199545,0.0001047792,0.001473487,0.0007570267,0.0002313485,0.008086569],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04154782,"threshold_uncertainty_score":0.08261198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007979555117976225,"score_gpt":0.2100197923275177,"score_spread":0.2020402372095415,"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."}}