{"id":"W2143744999","doi":"10.5539/ep.v1n2p75","title":"Monitoring and Visualization of Tropospheric Ozone in Rural/Semi Rural Sites of Rawalpindi and Islamabad, Pakistan","year":2012,"lang":"en","type":"article","venue":"Environment and Pollution","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ozone; Environmental science; Tropospheric ozone; Agriculture; Pollutant; Air quality index; Geography; Environmental protection; Environmental health; Socioeconomics; Meteorology; Medicine; Ecology; Biology; Economics","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":[0.00009597273,0.0001857307,0.0001248954,0.0005805414,0.0005513663,0.0003550366,0.00024701,0.0002586091,0.0009263115],"category_scores_gemma":[0.0001102354,0.0001045079,0.0001259919,0.0004842106,0.000146743,0.0001658843,0.0002274964,0.0001657891,0.0001256206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001545296,"about_ca_system_score_gemma":0.0002731338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01779539,"about_ca_topic_score_gemma":0.04147471,"domain_scores_codex":[0.9999353,0.000006207219,0.000002811443,0.00001717193,0.00001932585,0.00001919815],"domain_scores_gemma":[0.9999239,0.0000124287,0.00001546244,0.000004857729,0.00002723634,0.00001611281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005374487,0.0002855792,0.7866798,0.000238486,0.0001030928,0.002959139,0.002238626,0.002392668,0.1634194,0.0002552179,0.002543987,0.03834667],"study_design_scores_gemma":[0.00001800766,0.0001068291,0.9886832,0.00001296756,0.00002775702,0.0003939442,0.001630129,0.002551937,0.004998282,0.00004538104,0.001518194,0.00001347374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971659,0.00005874626,0.000292671,0.00004560914,0.000009632291,0.00001674885,0.0006927671,0.00003155901,0.001686399],"genre_scores_gemma":[0.9982665,0.00006265398,0.0008305691,0.00001187321,0.000004020738,0.00000986374,0.0003853061,0.000002179871,0.0004270646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01779539,"threshold_uncertainty_score":0.03538358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006803845181566352,"score_gpt":0.2143772984796017,"score_spread":0.2075734532980353,"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."}}