{"id":"W1509667843","doi":"10.3968/j.css.1923669720110703.008","title":"Research on Relationship between Possession of Private Vehicles and Air Quality in China","year":2011,"lang":"en","type":"article","venue":"Canadian social science","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Possession (linguistics); China; Humanities; Air pollutants; Air pollution; Air quality index; Geography; Political science; Art; Philosophy; Meteorology; Law","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":[0.00121192,0.00003848618,0.00006487648,0.0002374447,0.0002834379,0.000009317941,0.0001552471,0.00005212472,0.000008685769],"category_scores_gemma":[0.00007807351,0.0000371074,0.000007471986,0.0008269872,0.0002835418,0.0001421337,0.00001783402,0.000201248,0.000003604601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001566167,"about_ca_system_score_gemma":0.0001318764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009507732,"about_ca_topic_score_gemma":0.003032903,"domain_scores_codex":[0.9993235,0.00003602888,0.0001084499,0.00009960879,0.0001816494,0.0002507431],"domain_scores_gemma":[0.99965,0.0000544476,0.00001214773,0.00008046108,0.0000264893,0.0001764573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001365163,0.000002365877,0.9815299,0.00001441234,3.682195e-7,7.750119e-7,0.002219843,0.000007345183,0.000482179,0.0101245,0.00003428573,0.005582643],"study_design_scores_gemma":[0.00004540234,0.00001128486,0.9970809,0.0000251084,3.055626e-7,8.751324e-8,0.0003456737,0.0001381328,0.001252781,0.0008895468,0.0001639227,0.00004689081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601635,0.00001427317,0.000003786233,0.00006808003,0.00002710673,0.00004861484,0.000008603267,0.000009714921,0.03965628],"genre_scores_gemma":[0.9998684,0.000003878298,0.00006886874,0.000008932852,0.00002631681,0.000001936829,6.821313e-7,0.00000367385,0.00001733843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03970483,"threshold_uncertainty_score":0.997088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1271246023521469,"score_gpt":0.3660461284636364,"score_spread":0.2389215261114896,"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."}}