{"id":"W2331849681","doi":"10.1177/0734242x12448514","title":"Characterization of industrial waste from a natural gas distribution company and management strategies: a case study of the East Azerbaijan Gas Company (Iran)","year":2012,"lang":"en","type":"article","venue":"Waste Management & Research The Journal for a Sustainable Circular Economy","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Waste management; Reuse; Yard; Distribution (mathematics); Municipal solid waste; Engineering; Industrial waste; Population; Environmental science; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005157006,0.0002665095,0.0003635899,0.0002228843,0.00110529,0.0003460609,0.0008554128,0.00006565503,0.00004322174],"category_scores_gemma":[0.00003480253,0.0001857679,0.0001475501,0.0006775188,0.0003685843,0.001015522,0.001407645,0.000519469,0.000002825701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004878899,"about_ca_system_score_gemma":0.00001844169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001054566,"about_ca_topic_score_gemma":0.00004536761,"domain_scores_codex":[0.9964718,0.0008659999,0.0007497883,0.0003358097,0.000698389,0.0008781839],"domain_scores_gemma":[0.9983945,0.0001213896,0.0005175251,0.0006952896,0.0001186703,0.0001525882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.008035324,0.02335263,0.3618615,0.01409479,0.01768444,0.004142147,0.1089296,0.05167053,0.01039268,0.07792092,0.04116903,0.2807464],"study_design_scores_gemma":[0.005742373,0.0008543471,0.008288696,0.0003660648,0.0008280227,0.0002129443,0.9341425,0.01434602,0.0008101166,0.006175373,0.02764285,0.0005906597],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896498,0.00009799929,0.00313586,0.0002830867,0.0001564835,0.004737074,0.00001580402,0.00001931294,0.001904517],"genre_scores_gemma":[0.9987478,0.0001329519,0.00004803173,0.00002064715,0.0001500741,0.0001775163,0.00002732611,0.00002774425,0.0006678745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.825213,"threshold_uncertainty_score":0.8501107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04450620226756655,"score_gpt":0.2948727330540378,"score_spread":0.2503665307864713,"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."}}