{"id":"W2259704767","doi":"","title":"A Perspective of Indian Energy Sources, Depletion of Ozone Layer, and Threat to Life: An Overview","year":2015,"lang":"en","type":"article","venue":"","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ozone layer; Ozone depletion; Natural resource economics; Consumption (sociology); Poverty; Energy poverty; Energy consumption; Montreal Protocol; Environmental degradation; Resource depletion; Business; Environmental protection; Environmental planning; Environmental science; Economic growth; Economics; Engineering; Ozone; Meteorology; Geography; Sociology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001558647,0.0000865738,0.0001338227,0.00003154731,0.00002544976,0.000004978918,0.00009048076,0.0000494893,0.000520419],"category_scores_gemma":[0.00003563928,0.00007164463,0.00001901722,0.0001264353,0.0001087763,0.0001805847,0.00009032748,0.00002838096,0.00001821839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007957937,"about_ca_system_score_gemma":0.000008298988,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01260382,"about_ca_topic_score_gemma":0.001790009,"domain_scores_codex":[0.9993118,0.00004258212,0.0001218661,0.0001749102,0.0002113405,0.0001374847],"domain_scores_gemma":[0.9994429,0.00001303063,0.00005211963,0.0001751912,0.000005065304,0.0003117034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005258839,0.001795095,0.7056301,0.0000688405,0.0001466578,0.00001926117,0.04568271,0.1057034,0.04805863,0.05443663,0.00505297,0.0328798],"study_design_scores_gemma":[0.001649707,0.002379671,0.9043787,0.00006541011,0.00004719371,0.00002681547,0.009047495,0.0003998443,0.0609927,0.01335392,0.007059076,0.0005994752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988035,0.0004858087,0.0002345351,0.0002165287,0.00001497648,0.00004591772,0.000002794941,0.00001054472,0.01095384],"genre_scores_gemma":[0.9978348,0.0002337156,0.001078154,0.0003947351,0.0000131702,0.00000313158,0.000002737363,0.000007617918,0.0004319138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1987486,"threshold_uncertainty_score":0.9939713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04557529560134849,"score_gpt":0.2695466739220093,"score_spread":0.2239713783206608,"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."}}