{"id":"W2789610166","doi":"10.11575/prism/16536","title":"Evaluation of factors affecting biological treatability of flare pit waste in western Canada","year":2004,"lang":"en","type":"dissertation","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":"Flare; Environmental science; Engineering; Waste management; Civil engineering; Forensic 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068124,0.0001642558,0.0003949234,0.00008876179,0.00004478601,0.000001839749,0.0003729516,0.0001630841,0.000652881],"category_scores_gemma":[0.00008295698,0.0001791807,0.00009311775,0.000207529,0.0001043067,0.00009250298,0.0001756221,0.0001637417,0.000001821024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097061,"about_ca_system_score_gemma":0.0001794524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8056955,"about_ca_topic_score_gemma":0.7952921,"domain_scores_codex":[0.9981546,0.0002492041,0.0002484643,0.0003126092,0.0008657022,0.0001693596],"domain_scores_gemma":[0.9991105,0.0000620039,0.0004434736,0.0002892145,0.00004035525,0.00005442269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004212371,0.0008779823,0.7962626,0.001198754,0.0003065252,0.00003380299,0.03041748,0.02005658,0.002348049,0.00004208531,0.0001137741,0.1479211],"study_design_scores_gemma":[0.0007706067,0.00009928208,0.9828179,0.0001634987,0.0001920797,1.166104e-7,0.005873566,0.008301569,0.001447341,0.00009689321,0.00003935979,0.0001978045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923899,0.00004874738,0.0001759331,0.000009654428,0.0000739007,0.0005337363,0.000003380022,0.000004649266,0.006760157],"genre_scores_gemma":[0.999216,0.00001686431,0.0002690094,0.000001528156,0.000001672248,4.390463e-7,0.0001623417,0.000006719275,0.0003254816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1865553,"threshold_uncertainty_score":0.7306775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02269396419135451,"score_gpt":0.2301732017934127,"score_spread":0.2074792376020582,"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."}}