{"id":"W4406966886","doi":"10.1155/bmri/1311674","title":"Factors Influencing Solid Waste Management Practices and Challenges in Awi Administrative Zone, Northwestern Ethiopia","year":2025,"lang":"en","type":"article","venue":"BioMed Research International","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Municipal solid waste; Per capita; Solid waste management; Business; Waste management; Socioeconomics; Environmental health; Medicine; Engineering; Population; Economics","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":[0.0004889789,0.0003279064,0.0001870597,0.0005924521,0.0008939143,0.001018484,0.0003231489,0.0002561522,0.001104546],"category_scores_gemma":[0.0006890945,0.0001893937,0.0001661148,0.0008554339,0.0004483276,0.0003802211,0.0004394735,0.0002291665,0.0001098973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007814722,"about_ca_system_score_gemma":0.001074077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01121442,"about_ca_topic_score_gemma":0.0181183,"domain_scores_codex":[0.9996923,0.0001012124,0.00002933839,0.00003570725,0.00003912178,0.000102352],"domain_scores_gemma":[0.9994572,0.0001149734,0.0002134586,0.00001107641,0.00006162034,0.0001416854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000391059,0.0001471016,0.9889471,0.00007731083,0.00002579724,0.0009351832,0.003808943,0.0001537045,0.0008806498,0.0001937295,0.0001691393,0.004622203],"study_design_scores_gemma":[0.000003491975,0.0001139736,0.949647,0.00007195625,0.00002166667,0.0007627403,0.04724933,0.000342502,0.0003442817,0.0001195096,0.001311916,0.00001166007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995847,0.00007392409,0.00002527111,0.00003993493,0.000001372998,0.000005506336,0.00003542444,5.969965e-7,0.0002331836],"genre_scores_gemma":[0.9996244,0.0001344378,0.00007444135,0.00001268057,0.000001593399,0.00000650194,0.00003181382,3.304831e-7,0.0001138568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01121442,"threshold_uncertainty_score":0.02229834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2558974639684301,"score_gpt":0.4452316147972528,"score_spread":0.1893341508288228,"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."}}