{"id":"W3199766676","doi":"10.1007/s43615-021-00101-5","title":"Life Cycle Assessment of Solar Photovoltaic in India: A Circular Economy Approach","year":2021,"lang":"en","type":"article","venue":"Circular Economy and Sustainability","topic":"Photovoltaic Systems and Sustainability","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Photovoltaic system; Environmental economics; Electricity; Circular economy; Life-cycle assessment; Subsidy; Natural resource economics; Work (physics); Business; Cost of electricity by source; Solar energy; Environmental science; Waste management; Electricity generation; Environmental engineering; Production (economics); Economics; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009727816,0.000393778,0.0004271171,0.001591756,0.0005056683,0.001752221,0.0009796456,0.0007763255,0.001800219],"category_scores_gemma":[0.001600874,0.0002949695,0.001478341,0.002130784,0.0006331942,0.001164839,0.001041718,0.0007142782,0.0001334498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005199779,"about_ca_system_score_gemma":0.002687712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06468534,"about_ca_topic_score_gemma":0.04996542,"domain_scores_codex":[0.9994889,0.0002217274,0.00002027274,0.00004381635,0.0001002852,0.0001249083],"domain_scores_gemma":[0.9991848,0.0004206159,0.00008141314,0.00004560383,0.0002201094,0.00004736389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001522967,0.00007171172,0.01353719,0.000156909,0.0001434438,0.0002500671,0.0001744802,0.9361085,0.001348943,0.03397578,0.0007778123,0.0133029],"study_design_scores_gemma":[0.00001809566,0.0002963327,0.0210803,0.0000485325,0.0001496019,0.0001347308,0.0009588121,0.9533511,0.002468198,0.01685688,0.004578975,0.0000583773],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9124972,0.001107844,0.04304522,0.0008365127,0.00004671312,0.0001705351,0.001594373,0.0000841579,0.0406174],"genre_scores_gemma":[0.9951183,0.0002709561,0.002066609,0.00002778167,0.000004472378,0.00003289146,0.0002445903,0.0000144694,0.002219894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06468534,"threshold_uncertainty_score":0.1286176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006310638282367651,"score_gpt":0.2257825243624526,"score_spread":0.2194718860800849,"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."}}