{"id":"W313882354","doi":"10.1021/es060989a","title":"Remote Sensing of in Use Heavy Duty Diesel Vehicles","year":2006,"lang":"en","type":"article","venue":"Sound Ideas (University of Puget Sound)","topic":"Advanced Measurement and Detection Methods","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heavy duty; Diesel fuel; Environmental science; Automotive engineering; Waste management; Business; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000144242,0.0002309683,0.000181789,0.0005546131,0.0003133015,0.0002816716,0.0003360496,0.0002885393,0.000388332],"category_scores_gemma":[0.0002640258,0.0001397152,0.00008596236,0.000326227,0.0001254281,0.0002363027,0.0002476585,0.0001443121,0.0001271194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003812703,"about_ca_system_score_gemma":0.0001806145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02525623,"about_ca_topic_score_gemma":0.06890227,"domain_scores_codex":[0.9998223,0.00001840055,0.000006626934,0.00005772003,0.00006089199,0.00003396096],"domain_scores_gemma":[0.999786,0.00003522414,0.00004680297,0.00001404408,0.00009000488,0.00002793643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000374722,0.0003033143,0.85228,0.00007808008,0.00005902331,0.0004526625,0.0008942803,0.002375222,0.1079058,0.0001060094,0.0007021248,0.03446872],"study_design_scores_gemma":[0.00001051662,0.0001877462,0.9725391,0.00001035902,0.00002768344,0.0002220143,0.0006742156,0.007074717,0.017856,0.00004514082,0.00133962,0.00001293869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988835,0.00003179527,0.0002774104,0.000007985333,0.000002501304,0.000004808478,0.0001533792,0.000011148,0.0006273657],"genre_scores_gemma":[0.9985492,0.00003375528,0.0005099298,0.000005844747,0.000002974097,0.000003598132,0.0004208003,0.000002227498,0.0004715669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02525623,"threshold_uncertainty_score":0.0502184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02604018399153172,"score_gpt":0.2269884201254548,"score_spread":0.2009482361339231,"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."}}