{"id":"W2848860191","doi":"10.5539/gjhs.v10n8p1","title":"Validation of the Framework for Assessing Occupational Health Risks of Municipal Solid Waste Handlers","year":2018,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SWOT analysis; Strengths and weaknesses; Government (linguistics); Municipal solid waste; Business; Local government; Occupational safety and health; Human resources; Resource (disambiguation); Risk assessment; Order (exchange); Risk analysis (engineering); Environmental planning; Environmental health; Computer science; Engineering; Medicine; Waste management; Environmental science; Geography; Political science; Marketing; Psychology","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":[0.09130627,0.002443502,0.001177105,0.009843371,0.004034585,0.007582923,0.004919545,0.003814195,0.003363605],"category_scores_gemma":[0.0629172,0.0009881284,0.003443248,0.003812329,0.00770083,0.004713624,0.007390176,0.003623644,0.0006154188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02002641,"about_ca_system_score_gemma":0.05754649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02348891,"about_ca_topic_score_gemma":0.02315376,"domain_scores_codex":[0.9346036,0.04390543,0.005874548,0.003212785,0.01018909,0.002214634],"domain_scores_gemma":[0.9114717,0.04955068,0.00425245,0.004629962,0.02831599,0.00177921],"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":[0.0002420718,0.001512078,0.03387161,0.008797741,0.0003894321,0.002103627,0.05566528,0.07691841,0.004652266,0.4718315,0.01643274,0.3275832],"study_design_scores_gemma":[0.0004440048,0.002040464,0.04074165,0.03332344,0.001049045,0.00208358,0.08459938,0.1355206,0.01047079,0.3976474,0.2913544,0.0007251965],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1139215,0.002058873,0.73031,0.02378862,0.0004185492,0.02815276,0.002492729,0.0007959399,0.09806108],"genre_scores_gemma":[0.2268045,0.0006539843,0.763184,0.0006724725,0.00003032616,0.005776061,0.001265669,0.00004777819,0.001565227],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09130627,"threshold_uncertainty_score":0.4828795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1552981265739499,"score_gpt":0.4846561619625762,"score_spread":0.3293580353886262,"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."}}