{"id":"W3015562819","doi":"10.11575/prism/37508","title":"Optimization of Waste Collection System at University of Calgary","year":2019,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Waste management; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001020843,0.0005659218,0.001181089,0.001183456,0.001865746,0.002276532,0.001228231,0.0007792417,0.007497462],"category_scores_gemma":[0.0009070159,0.0003758103,0.0008050861,0.001651973,0.0003349642,0.0008291502,0.0007665693,0.0007328074,0.001419214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004457857,"about_ca_system_score_gemma":0.004339573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07100655,"about_ca_topic_score_gemma":0.08869509,"domain_scores_codex":[0.9988469,0.0001362646,0.00004777788,0.0001416794,0.000498465,0.0003289683],"domain_scores_gemma":[0.9994828,0.00007398072,0.00003607913,0.00004341105,0.0002958634,0.00006787532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001767572,0.001448621,0.03217348,0.001350315,0.0002213319,0.001090211,0.0003138918,0.5406806,0.1591079,0.003060898,0.01599221,0.242793],"study_design_scores_gemma":[0.0002949009,0.002349369,0.08107129,0.0002426699,0.0004785517,0.0004132969,0.002028315,0.6304281,0.2396029,0.002981227,0.0398838,0.0002255756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9204389,0.002258137,0.04133536,0.00107135,0.0002012762,0.0007227549,0.001691469,0.002036935,0.03024383],"genre_scores_gemma":[0.9668953,0.001082898,0.0208564,0.00008477906,0.00001370627,0.0001690502,0.001045581,0.0001115539,0.009740597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07100655,"threshold_uncertainty_score":0.1411865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005535967727904608,"score_gpt":0.156153508699919,"score_spread":0.1506175409720144,"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."}}