{"id":"W6912995629","doi":"10.5683/sp3/1adc0q","title":"Perspectives on Municipal Waste Management in Kingston, Ontario, 2012","year":2014,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Municipal solid waste; Cleaner production; Waste collection; Waste disposal; Urban waste; Solid waste management","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":[0.0006400967,0.0005802095,0.0004946337,0.002659421,0.00178084,0.001434521,0.001233944,0.0005292047,0.008750962],"category_scores_gemma":[0.002487086,0.0004783643,0.0006087651,0.01346049,0.000393268,0.0005989867,0.001185819,0.0005908512,0.003437211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02514729,"about_ca_system_score_gemma":0.02414187,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9898246,"about_ca_topic_score_gemma":0.99577,"domain_scores_codex":[0.9990688,0.00006907001,0.000105241,0.0001359284,0.0003631019,0.0002578393],"domain_scores_gemma":[0.9973089,0.0001642308,0.0003672564,0.0001430757,0.001631719,0.0003848062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004086648,0.0001063389,0.4175431,0.001797611,0.0002260735,0.0006411871,0.01021791,0.00104944,0.0008569593,0.001937547,0.5335047,0.03171045],"study_design_scores_gemma":[0.0000296734,0.00001503699,0.7954522,0.0002295233,0.00003463598,0.00006740691,0.007909195,0.0002315689,0.0002443575,0.0001073701,0.1956436,0.00003546293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0593145,0.0005123556,0.0001397877,0.000669791,0.00001970622,0.00008199922,0.9297865,0.00006470559,0.009410685],"genre_scores_gemma":[0.1386367,0.002178975,0.0008041652,0.0004363818,0.00002475232,0.0005726959,0.8221698,0.00006389667,0.03511268],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02514729,"threshold_uncertainty_score":0.1824572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02012460452323903,"score_gpt":0.2741942739562384,"score_spread":0.2540696694329993,"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."}}