{"id":"W2969632236","doi":"10.4236/jep.2019.108060","title":"Studying the Effect of Different Gas-Phase Chemical Kinetic Mechanisms on the Formation of Oxidants, Nitrogen Compounds and Ozone in Arid Regions","year":2019,"lang":"en","type":"article","venue":"Journal of Environmental Protection","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Calgary","funders":"King Abdulaziz City for Science and Technology","keywords":"Ozone; Chemistry; Nitrogen; Arid; Environmental chemistry; Organic chemistry; Ecology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007548792,0.0008216779,0.0003897666,0.000276478,0.0003949802,0.0007147245,0.0008749536,0.0007834671,0.0004705848],"category_scores_gemma":[0.0006968317,0.0004279218,0.0008205234,0.000245993,0.0002661425,0.0004887732,0.0003072298,0.0004722607,0.0001127065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001496333,"about_ca_system_score_gemma":0.0009495405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07152196,"about_ca_topic_score_gemma":0.04464845,"domain_scores_codex":[0.9997438,0.00006913981,0.00002391813,0.00005759267,0.00004855263,0.0000570494],"domain_scores_gemma":[0.9994274,0.0002265125,0.00007930087,0.00005408169,0.0001602004,0.00005241937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008296164,0.0004737166,0.1800418,0.0002153116,0.0002350447,0.0003728047,0.0002051669,0.7348036,0.06942985,0.0005414914,0.0002611054,0.01259047],"study_design_scores_gemma":[0.0001470256,0.001093511,0.07123569,0.00002350317,0.000150697,0.0000884031,0.0004372713,0.8378576,0.08757497,0.0001470183,0.001188403,0.0000558797],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986905,0.00003551068,0.0007167081,0.00002113384,0.000003966577,0.0000101883,0.00009942021,0.00005096279,0.0003716901],"genre_scores_gemma":[0.9982774,0.00003397134,0.001378847,0.000009920916,8.361498e-7,0.000006877833,0.0001334168,0.000005323086,0.0001533856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07152196,"threshold_uncertainty_score":0.1422113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009708690658892101,"score_gpt":0.1901041413391873,"score_spread":0.1803954506802952,"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."}}