{"id":"W3165652943","doi":"10.18280/ijsse.110207","title":"Integration of Safety Knowledge into Three-Dimensional Model Design and Construction Plan from the Perspective of Project Executors in Petrochemical Industry","year":2021,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Construction site safety; Plan (archaeology); Perspective (graphical); Occupational safety and health; Engineering; Human factors and ergonomics; Risk analysis (engineering); Construction engineering; Process management; Knowledge management; Poison control; Computer science; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003646442,0.0001825491,0.0001670534,0.001089038,0.0006880485,0.001367791,0.0003896068,0.000594818,0.001537349],"category_scores_gemma":[0.01051875,0.000276989,0.0003572854,0.0004834724,0.001077068,0.001300514,0.001262652,0.000551009,0.0001743373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001369301,"about_ca_system_score_gemma":0.002425543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004044945,"about_ca_topic_score_gemma":0.005310978,"domain_scores_codex":[0.9966519,0.001720969,0.000225871,0.0002388539,0.0009117074,0.0002506689],"domain_scores_gemma":[0.9899108,0.006047755,0.001584154,0.0005934747,0.001445273,0.0004186234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002567662,0.001445102,0.6726231,0.0004079053,0.00005693406,0.0008341247,0.1223453,0.008307805,0.006274147,0.003779639,0.0006333256,0.1830359],"study_design_scores_gemma":[0.00003615698,0.00128242,0.7967631,0.0005604682,0.0001685152,0.000802143,0.1547422,0.02549891,0.005571582,0.005308771,0.009166108,0.000099608],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906316,0.00005534429,0.004671965,0.0002109529,0.000002951283,0.00003798918,0.00001532053,0.00001132018,0.004362409],"genre_scores_gemma":[0.9974366,0.00006433555,0.002059405,0.00001933742,0.000001073952,0.00001438177,0.00001548842,0.000001815063,0.0003876295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004044945,"threshold_uncertainty_score":0.01928449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04826688803406315,"score_gpt":0.3869019835509968,"score_spread":0.3386350955169337,"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."}}