{"id":"W4242112212","doi":"10.1142/s1016237207000446","title":"APPLICATION OF RELEVANT CONSTRUCTION REGULATIONS FOR AN ERGONOMICAL AND SAFE WORK ENVIRONMENT","year":2007,"lang":"en","type":"article","venue":"Biomedical Engineering Applications Basis and Communications","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Work (physics); Work safety; Architectural engineering; Computer science; Construction engineering; Engineering; Mechanical engineering","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":[0.01272232,0.0008431881,0.0005585162,0.002829382,0.006690566,0.00371202,0.002794551,0.005705607,0.007514172],"category_scores_gemma":[0.02350982,0.0008780182,0.001520574,0.001111193,0.002958718,0.001084886,0.002566913,0.003209674,0.003182432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003641593,"about_ca_system_score_gemma":0.02870258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03251516,"about_ca_topic_score_gemma":0.05838259,"domain_scores_codex":[0.9779221,0.004033263,0.002361758,0.0008858183,0.01296136,0.001835723],"domain_scores_gemma":[0.9795254,0.005053407,0.001623273,0.002619565,0.01048076,0.0006975188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0009279974,0.005023922,0.05033219,0.003103371,0.0001802128,0.002043231,0.02460932,0.01107875,0.2156209,0.256984,0.1786515,0.2514445],"study_design_scores_gemma":[0.0001759274,0.001755856,0.1741102,0.002250325,0.0005077238,0.001425461,0.0073654,0.003574207,0.07555197,0.02153148,0.7113029,0.0004485392],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2873968,0.005302568,0.1531291,0.02578238,0.003924287,0.005438776,0.003147763,0.003195426,0.512683],"genre_scores_gemma":[0.6276968,0.003850519,0.1441338,0.01284323,0.0009888969,0.005165346,0.003185678,0.0007926658,0.2013431],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03251516,"threshold_uncertainty_score":0.06728286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04044429609442087,"score_gpt":0.3857484190590045,"score_spread":0.3453041229645837,"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."}}