{"id":"W4403471791","doi":"10.3390/engproc2024076010","title":"A Sustainable Approach to Waste Management: Selecting the Optimal Landfill Site in Saskatchewan, Canada","year":2024,"lang":"en","type":"article","venue":"","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Environmental science; Waste management; Site selection; Environmental planning; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005539812,0.0001583823,0.0001106423,0.00006351462,0.0001374081,0.0001568252,0.0004255601,0.00002305003,0.0004733147],"category_scores_gemma":[0.000006937079,0.0001110088,0.00002870164,0.001088025,0.00002684799,0.0001387386,0.001049161,0.0001698801,0.0001412757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008651192,"about_ca_system_score_gemma":0.00003129539,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8026092,"about_ca_topic_score_gemma":0.8755634,"domain_scores_codex":[0.9982769,0.00005270373,0.0001939473,0.000431812,0.0004008592,0.0006437649],"domain_scores_gemma":[0.9995072,0.00003653466,0.00001646815,0.0003400441,0.000003421605,0.00009628713],"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":[0.00001122954,0.00004112695,0.001065686,0.0001298601,0.00003470861,0.0001899878,0.004997025,0.9246989,0.00001225217,0.002606719,0.06231192,0.003900564],"study_design_scores_gemma":[0.0002663751,0.00003736001,0.001585125,0.00003849353,0.00003342562,0.0000095077,0.1685191,0.5150771,0.0001152339,0.0001090151,0.3137584,0.0004509461],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.360427,0.00005204006,0.002463764,0.001129485,0.00008588073,0.0009873786,0.000002064308,0.00006623014,0.6347862],"genre_scores_gemma":[0.8486719,0.000001877185,0.001553914,0.0008163095,0.00002614933,0.00009816769,0.000003487648,0.00001868137,0.1488095],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.488245,"threshold_uncertainty_score":0.5182464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005407353800764937,"score_gpt":0.196755306427096,"score_spread":0.1913479526263311,"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."}}