{"id":"W3005260364","doi":"","title":"The Impact of Gasoline Fuel Composition on Air Quality","year":2019,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gasoline; Composition (language); Air quality index; Environmental science; Waste management; Automotive engineering; Engineering; Geography; Art; Meteorology","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":[0.0001293646,0.0001914852,0.0001447972,0.0001694351,0.0002742015,0.0006086531,0.0001792302,0.0001681287,0.001076484],"category_scores_gemma":[0.0001842655,0.00007248214,0.0001653499,0.000270184,0.0001186777,0.0001281006,0.0001399054,0.00011378,0.0002861903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154917,"about_ca_system_score_gemma":0.0005980714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06291568,"about_ca_topic_score_gemma":0.1186192,"domain_scores_codex":[0.9998253,0.00001359318,0.000007506766,0.00003684172,0.00008735678,0.00002939606],"domain_scores_gemma":[0.9999053,0.0000140449,0.00002186266,0.000004813222,0.00004641024,0.000007615511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001306053,0.0003094582,0.1812652,0.0006013836,0.0001979811,0.0004955133,0.0003612881,0.00504062,0.7181015,0.000323299,0.0005622286,0.09143551],"study_design_scores_gemma":[0.00001268183,0.0008700953,0.6337192,0.00003958314,0.0001585966,0.0001715608,0.0007519238,0.002192777,0.353886,0.000109762,0.008061569,0.00002620531],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957069,0.001014639,0.0001791629,0.00002273966,0.000006594849,0.00001051483,0.0001975958,0.000008090749,0.0028539],"genre_scores_gemma":[0.994697,0.001376781,0.0003161001,0.00001880085,0.000002547908,0.000004720521,0.0002601414,0.000006473433,0.003317377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06291568,"threshold_uncertainty_score":0.1250989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01736066679106597,"score_gpt":0.3581813848429556,"score_spread":0.3408207180518896,"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."}}