{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003279323,0.00007769297,0.0001808676,0.00001395163,0.00002860814,0.00002640867,0.0001123996,0.00004130887,0.00005032173],"category_scores_gemma":[0.000006324018,0.00005372739,0.00004967895,0.00002710976,0.0000523803,0.0003365115,0.00001649474,0.00003729856,0.000001510388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003479658,"about_ca_system_score_gemma":0.00001769378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003968201,"about_ca_topic_score_gemma":0.000002516075,"domain_scores_codex":[0.9990145,0.00003405652,0.0004345233,0.00007793718,0.0002946068,0.0001443868],"domain_scores_gemma":[0.9994404,0.00001641503,0.0003246341,0.00004806928,0.0001013509,0.00006916307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002399965,0.0002683608,0.9445189,0.0004133731,0.0004295423,0.0002608515,0.005010749,0.007936867,0.02660138,0.0006071486,0.0003522476,0.01120062],"study_design_scores_gemma":[0.01325968,0.006684289,0.6191505,0.0005371619,0.0003942197,0.003131666,0.1643385,0.04638277,0.0268894,0.002935159,0.1150825,0.001214304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937484,0.0002347226,0.00524461,0.00008654508,0.0003112766,0.0001429163,0.00003081165,0.000002208844,0.0001984942],"genre_scores_gemma":[0.9988028,0.0001581327,0.0002013105,0.0000158605,0.0001220046,0.000001104342,0.0001386866,0.000004138105,0.0005559202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3253685,"threshold_uncertainty_score":0.2190939,"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."}}