{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002561478,0.0001233112,0.0002546315,0.0002253844,0.00008510588,0.00001151443,0.00009443457,0.00009018028,0.00001710187],"category_scores_gemma":[0.00004877412,0.0001660214,0.00009763993,0.0003469013,0.0001163765,0.0003432819,0.000033801,0.0001470121,0.000005620597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001179477,"about_ca_system_score_gemma":0.00001369577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001103999,"about_ca_topic_score_gemma":0.002050244,"domain_scores_codex":[0.9992142,0.00005714833,0.000172947,0.0001517555,0.000198599,0.0002053601],"domain_scores_gemma":[0.9994973,0.0001018997,0.0000727088,0.0002009678,0.00009099561,0.00003611047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001535756,0.0003996087,0.127556,0.002073134,0.0006386229,0.0002698227,0.0087797,0.6065833,0.1064844,0.1168109,0.003525422,0.0253433],"study_design_scores_gemma":[0.0007730186,0.00003203645,0.0186477,0.00005841978,0.00002896915,0.000004430104,0.001007326,0.01636868,0.0006313552,0.9615768,0.0006468209,0.0002244331],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7067988,0.0001405942,0.2917482,0.00001180649,0.0001151937,0.00006688212,0.000005334688,0.00008554677,0.001027664],"genre_scores_gemma":[0.9372309,0.00003198716,0.06233121,0.000005304239,0.00003276205,1.30207e-8,0.000004136211,0.00001560956,0.0003480733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8447659,"threshold_uncertainty_score":0.6770157,"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."}}