{"id":"W4412149493","doi":"10.2139/ssrn.5344819","title":"Evaluating the Sustainability and Carbon Trading Benefits of Solar Pv Across Diverse Climatic Regions: A Techno-Economic and Environmental Case Study in Iran Supporting Sdg Targets","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Photovoltaic Systems and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sustainability; Natural resource economics; Carbon fibers; Environmental economics; Photovoltaic system; Environmental science; Environmental resource management; Business; Economics; Ecology; Computer science","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":[0.00118144,0.0004762865,0.000401751,0.0007779744,0.0005785452,0.001417124,0.0008882263,0.001109828,0.001366193],"category_scores_gemma":[0.002382698,0.0002222851,0.0006969938,0.001566241,0.0006407382,0.001103934,0.0005689472,0.0007052846,0.00009175323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003006536,"about_ca_system_score_gemma":0.001036693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04510622,"about_ca_topic_score_gemma":0.05074759,"domain_scores_codex":[0.9995284,0.0001635673,0.00001629881,0.00005708952,0.0001018793,0.0001327135],"domain_scores_gemma":[0.998716,0.0008321938,0.0001177014,0.00006114746,0.0001822398,0.00009071721],"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":[0.00195704,0.00169662,0.1667859,0.0003132011,0.0004442037,0.004753843,0.0007362162,0.7501822,0.01188591,0.009612858,0.001836902,0.04979513],"study_design_scores_gemma":[0.0002652658,0.001404848,0.1860498,0.00003753274,0.0004813841,0.0005408232,0.006923758,0.7831798,0.011747,0.00611382,0.003163551,0.00009241903],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970413,0.00005314835,0.0005505058,0.00006833826,0.000003293995,0.00002079006,0.0001163083,0.000008285045,0.002138022],"genre_scores_gemma":[0.9993827,0.00002606389,0.0003574473,0.00000315483,0.000001345667,0.000004128801,0.00005396089,0.000001965889,0.0001693111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04510622,"threshold_uncertainty_score":0.08968735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294038825579234,"score_gpt":0.3203406514255154,"score_spread":0.297400263169723,"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."}}