{"id":"W4206176960","doi":"10.1108/ecam-03-2021-0195","title":"Application framework for safety-centric construction acceleration planning","year":2022,"lang":"en","type":"article","venue":"Engineering Construction & Architectural Management","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Schedule; Context (archaeology); Acceleration; Factoring; Project planning; Operations research; Transport engineering; Risk analysis (engineering); Engineering; Computer science; Project management; Systems engineering; Business; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002323826,0.001159644,0.0006675864,0.001978009,0.0007630778,0.002217084,0.002403104,0.001296345,0.007654001],"category_scores_gemma":[0.004395396,0.0005704845,0.001559831,0.001711861,0.001022108,0.00136192,0.002236737,0.001240342,0.001344433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001697321,"about_ca_system_score_gemma":0.003084956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01048161,"about_ca_topic_score_gemma":0.009849633,"domain_scores_codex":[0.998347,0.0006285336,0.0001460816,0.0002667732,0.0004829276,0.000128708],"domain_scores_gemma":[0.9986191,0.0006235752,0.0001194909,0.0001999754,0.0003336596,0.0001041752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001270364,0.0002258384,0.004104359,0.0007413576,0.00009826221,0.0010989,0.0008858683,0.5392517,0.005357113,0.2627536,0.008214404,0.1771415],"study_design_scores_gemma":[0.00003043091,0.00008578919,0.0005954445,0.0001858758,0.00003896733,0.0003020114,0.0002148155,0.8818604,0.001967505,0.06715095,0.04753359,0.00003419446],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003557526,0.0001634195,0.9856092,0.0002756412,0.00003092266,0.0003552289,0.0002325201,0.001922113,0.007853293],"genre_scores_gemma":[0.09053908,0.0003810004,0.9047276,0.00008553942,0.00003061043,0.0006043749,0.0005614527,0.0001787717,0.002891536],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01048161,"threshold_uncertainty_score":0.0256052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03031525212495167,"score_gpt":0.3771777691329518,"score_spread":0.3468625170080001,"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."}}