{"id":"W4282933333","doi":"10.3390/designs6030054","title":"Open-Source Design and Economics of Manual Variable-Tilt Angle DIY Wood-Based Solar Photovoltaic Racking System","year":2022,"lang":"en","type":"article","venue":"Designs","topic":"Photovoltaic Systems and Sustainability","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cost of electricity by source; Tilt (camera); Photovoltaic system; Photovoltaics; Variable cost; Solar energy; Capital cost; Rack; Variable (mathematics); Environmental science; Automotive engineering; Electricity generation; Engineering; Mechanical engineering; Electrical engineering; Power (physics); Economics; Mathematics; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004071832,0.0003191053,0.0002948025,0.0005064416,0.0002745274,0.0004932557,0.0008904592,0.0003006723,0.01019098],"category_scores_gemma":[0.0008341502,0.0002508752,0.00044262,0.0004114464,0.0001826194,0.0005774386,0.0005176364,0.0003145411,0.00164551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001016077,"about_ca_system_score_gemma":0.0006903319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002313299,"about_ca_topic_score_gemma":0.003502031,"domain_scores_codex":[0.9995908,0.00004937085,0.0000106683,0.00005231647,0.0002526586,0.00004412338],"domain_scores_gemma":[0.9995688,0.00008561985,0.00004678517,0.00008449285,0.0001840937,0.0000301732],"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":[0.00154946,0.0007408806,0.0125254,0.0009738279,0.00008599547,0.0003992344,0.0001828152,0.409487,0.1660418,0.009992131,0.01193483,0.3860867],"study_design_scores_gemma":[0.0003967888,0.002260778,0.03293128,0.0000573725,0.000121505,0.0003083585,0.0001554665,0.8197311,0.09048162,0.002528157,0.0509379,0.00008982656],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6809218,0.00042071,0.2314896,0.0001773491,0.0001230604,0.001024657,0.002201677,0.004563782,0.07907743],"genre_scores_gemma":[0.9346365,0.0001464281,0.0519108,0.00001730104,0.000008785384,0.0002872695,0.0009709077,0.0003822274,0.01163985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01019098,"threshold_uncertainty_score":0.03409219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02411557801338628,"score_gpt":0.2311085971581074,"score_spread":0.2069930191447211,"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."}}