{"id":"W3191376641","doi":"10.17762/de.vi.3130","title":"Renewable Energy Sources,Technologies and Protection Challenges in Indian Context:A Comprehensive Review","year":2021,"lang":"en","type":"article","venue":"Design Engineering","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Fossil fuel; Context (archaeology); Natural resource economics; Energy security; Population; Business; Energy source; Electricity; Environmental protection; Environmental science; Engineering; Economics; Geography; Waste management","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":[0.0006452869,0.0006229352,0.0008827818,0.003369098,0.0004570291,0.002152901,0.0007297787,0.000844753,0.002545708],"category_scores_gemma":[0.000970681,0.000288839,0.0007358025,0.004953609,0.0004051458,0.001900741,0.0007167291,0.001032677,0.000519618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006190529,"about_ca_system_score_gemma":0.002291997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002512913,"about_ca_topic_score_gemma":0.004398148,"domain_scores_codex":[0.9996982,0.00004330647,0.00005743279,0.00003880856,0.000131016,0.00003139647],"domain_scores_gemma":[0.9990901,0.0005270711,0.0001359912,0.00001694944,0.0001971578,0.00003272571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007407696,0.0001553026,0.001292877,0.08279681,0.0001847324,0.0007892655,0.0004484996,0.001274104,0.002973619,0.009792679,0.03128897,0.868929],"study_design_scores_gemma":[0.00000389571,0.0001206835,0.002617496,0.01686299,0.0003552664,0.002150697,0.0007063415,0.0002675124,0.001245096,0.002851538,0.9727786,0.00003986659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004369322,0.9974689,0.0001143822,0.0003365995,0.0001404755,0.000004770548,0.00002193724,0.000003781311,0.001472134],"genre_scores_gemma":[0.002032053,0.9972174,0.000164563,0.0001323878,0.000118996,0.000003374472,0.00002196227,0.000001037061,0.0003082982],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003369098,"threshold_uncertainty_score":0.008516252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03814447391175262,"score_gpt":0.1946301420241116,"score_spread":0.156485668112359,"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."}}