{"id":"W2163538742","doi":"10.6000/1927-5129.2013.09.19","title":"Identification of Organic Compounds in Solid Aerosols Related to Faisalabad Environment Using XRD Technique","year":2013,"lang":"en","type":"article","venue":"Journal of Basic & Applied Sciences","topic":"Environmental and Analytical Chemistry Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Tetrahydrate; Environmental chemistry; Aerosol; Sodium; Potassium; Cadmium; Sulfate; Organic chemistry","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":[0.0007430631,0.0001293024,0.0002610582,0.00006777147,0.0001169327,0.00003191022,0.0003984728,0.00005228908,0.0007488026],"category_scores_gemma":[0.00002657073,0.0001011191,0.00005833989,0.0004396964,0.0006603682,0.0002321001,0.0002101096,0.0001569302,0.0001263106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002225418,"about_ca_system_score_gemma":0.00001260171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002228134,"about_ca_topic_score_gemma":0.000003978039,"domain_scores_codex":[0.9981771,0.00002347245,0.0007454365,0.0002356084,0.0005870972,0.0002313074],"domain_scores_gemma":[0.9992958,0.00004985886,0.0004106502,0.0001305105,0.000006699101,0.0001065237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000003816637,0.0001060349,0.02172918,0.000005267469,0.00000637029,0.000001332764,0.0001922657,0.003259717,0.9743022,0.00001690132,0.00008290807,0.0002940575],"study_design_scores_gemma":[0.0002900274,0.0001623164,0.0785859,0.00005846866,0.00002509563,0.0000312251,0.001330798,0.0007846231,0.9153935,0.002998778,0.00009594965,0.0002433539],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962273,0.0000245091,0.001050298,0.0003584883,0.00003076993,0.000221216,9.62391e-7,0.00000427437,0.002082135],"genre_scores_gemma":[0.9966733,0.00002448781,0.003125061,0.00006029374,0.00001040795,0.000009817758,2.449818e-7,0.000006169715,0.00009014856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05890868,"threshold_uncertainty_score":0.8198863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01210270734928184,"score_gpt":0.2456980293762645,"score_spread":0.2335953220269827,"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."}}