{"id":"W4233528033","doi":"10.5383/swes.7.01.007","title":"Wavelet Characterization of Ozone Layer Depletion for Atmospheric Region of Pakistan","year":2015,"lang":"en","type":"article","venue":"International Journal of Sustainable Water and Environmental Systems","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ozone layer; Biosphere; Wavelet; Ozone; Environmental science; Atmospheric sciences; Meteorology; Geography; Geology; Computer science; Physics; Astronomy","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":[0.0001329547,0.0001473046,0.0001311068,0.0007158728,0.0002113331,0.0003067837,0.0001408633,0.0001712551,0.0006570619],"category_scores_gemma":[0.0003185652,0.00005088774,0.0001611509,0.0006106168,0.000091518,0.0002070337,0.0001646742,0.000196195,0.0001165743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009976598,"about_ca_system_score_gemma":0.0001277061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005786199,"about_ca_topic_score_gemma":0.003277836,"domain_scores_codex":[0.9999444,0.000004120946,0.000004342375,0.00001037203,0.00001748492,0.00001922421],"domain_scores_gemma":[0.9998729,0.00002530424,0.00003134344,0.000008423398,0.00004514432,0.00001681181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001307335,0.0002914697,0.5591161,0.0003625137,0.0001793001,0.003362824,0.00129634,0.03391384,0.2127028,0.002340659,0.005470085,0.1796567],"study_design_scores_gemma":[0.00001356293,0.0001502795,0.904366,0.00001704017,0.00005663966,0.0005175287,0.001001722,0.08077461,0.01051699,0.0005005213,0.00205969,0.00002542521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942484,0.0001374788,0.003914718,0.00005534616,0.00001664872,0.000007380227,0.0005139519,0.00002555102,0.001080606],"genre_scores_gemma":[0.9983634,0.0001127864,0.0007808116,0.000005704569,0.000007366494,0.000003685132,0.0005367284,0.000003532517,0.0001860746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005786199,"threshold_uncertainty_score":0.01150507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193406250099345,"score_gpt":0.2104907270676028,"score_spread":0.1985566645666094,"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."}}