{"id":"W4411255694","doi":"10.18280/mmep.120530","title":"Modelling an Integrated Approach to Optimize the Disposal of Industrial Hazardous Waste While Prioritizing Sustainability","year":2025,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hazardous waste; Sustainability; Waste management; Environmental science; Business; Risk analysis (engineering); Engineering","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":[0.0006725012,0.0007622902,0.0012905,0.0007099146,0.0006298426,0.002216778,0.00159382,0.002482275,0.003019883],"category_scores_gemma":[0.001535514,0.0007714479,0.001422605,0.001158141,0.0009280121,0.001479398,0.001153943,0.001130102,0.0002383178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00202579,"about_ca_system_score_gemma":0.003338541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02079283,"about_ca_topic_score_gemma":0.01816137,"domain_scores_codex":[0.9995827,0.0001295836,0.0000194997,0.00006582585,0.0001232471,0.00007908223],"domain_scores_gemma":[0.9994911,0.0003028616,0.00006505219,0.0000294733,0.00008524935,0.00002626019],"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":[0.000006701558,0.00001163676,0.000063083,0.0000126863,0.000007382752,0.00000888938,0.000006856942,0.9956021,0.0002542349,0.003048727,0.00004152313,0.0009361497],"study_design_scores_gemma":[0.000006011807,0.00001088759,0.0000410809,0.000003378309,0.00000630677,0.000003729656,0.00000718222,0.9967577,0.0002439392,0.002635252,0.0002812729,0.000003314388],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.115458,0.0005891461,0.857922,0.0007872984,0.000106811,0.000134624,0.000325535,0.0002299325,0.02444674],"genre_scores_gemma":[0.8818256,0.0006530166,0.1026734,0.0001313062,0.0000417806,0.0003183305,0.0002626603,0.0001128487,0.0139811],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02079283,"threshold_uncertainty_score":0.04134363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02726366282945984,"score_gpt":0.2238956152921945,"score_spread":0.1966319524627347,"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."}}