{"id":"W4387703724","doi":"10.51594/estj.v4i4.583","title":"GLOBAL REVIEW OF SOLAR POWER IN EDUCATION: INITIATIVES, CHALLENGES, AND BENEFITS","year":2023,"lang":"en","type":"article","venue":"Engineering Science & Technology Journal","topic":"Energy and Environmental Sustainability","field":"Energy","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"YMCA of Greater Vancouver","funders":"","keywords":"Solar power; Sustainability; Outreach; Renewable energy; Business; Curriculum; Political science; Public relations; Environmental economics; Engineering; Power (physics); Economic growth; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007327966,0.00008316476,0.0001413601,0.0003885319,0.00006867539,0.000006452827,0.0002562641,0.00007469791,0.00002043098],"category_scores_gemma":[0.0004091086,0.00007875299,0.00002004786,0.001517691,0.0002882933,0.0002525792,0.0001201983,0.0001952444,0.000003324434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001933071,"about_ca_system_score_gemma":0.0001130508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005195549,"about_ca_topic_score_gemma":0.000005795774,"domain_scores_codex":[0.9991953,0.00001204991,0.0002063517,0.0001681071,0.0001634993,0.0002546723],"domain_scores_gemma":[0.9996721,0.0000149857,0.00005542309,0.0001592769,0.0000386665,0.00005950569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000006749568,0.0001793884,0.03202775,0.0008671861,0.00002102764,0.00005024487,0.0004734236,0.03092208,0.0006617022,0.5233171,0.00007725782,0.4113961],"study_design_scores_gemma":[0.0002511472,0.0001421357,0.9655513,0.002595339,0.00000852691,0.0004285999,0.001303754,0.0002241531,0.001026405,0.01451886,0.01368469,0.0002651022],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8748102,0.1195207,0.00003478799,0.002862875,0.0002649773,0.00006264827,0.000001020852,0.00009524458,0.002347477],"genre_scores_gemma":[0.9321786,0.06724939,0.0004998691,0.00003913181,0.00001249529,0.000007509838,3.940011e-7,0.00000433959,0.000008323837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9335235,"threshold_uncertainty_score":0.3211454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008311151071950995,"score_gpt":0.2411598619887837,"score_spread":0.2328487109168327,"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."}}