{"id":"W4308518107","doi":"10.3390/technologies10060114","title":"Open-Source Photovoltaic—Electrical Vehicle Carport Designs","year":2022,"lang":"en","type":"article","venue":"Technologies","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Photovoltaic system; Roof; Span (engineering); Automotive engineering; Environmental science; Parking lot; Rooftop photovoltaic power station; Solar energy; Computer science; Electrical engineering; Engineering; Civil engineering; Voltage; Maximum power point tracking","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001155292,0.0001564681,0.0001939788,0.0001505916,0.0002558255,0.00006022033,0.001093975,0.0001091446,0.0001028083],"category_scores_gemma":[0.00003163096,0.0001547356,0.00004436394,0.0008623523,0.00004659048,0.0001091301,0.0006519211,0.0006585619,0.0000167285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001931294,"about_ca_system_score_gemma":0.00002929822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004367231,"about_ca_topic_score_gemma":0.0000035657,"domain_scores_codex":[0.9990093,0.0000148892,0.0001711937,0.000221262,0.0001880491,0.0003953396],"domain_scores_gemma":[0.9995254,0.00003098397,0.00002990749,0.0003721594,0.00001594968,0.00002563016],"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":[0.0000328326,0.00007443437,0.005627853,0.00002763952,0.0001113566,0.00009647418,0.0002202441,0.02812802,0.3228854,0.004873986,0.2952189,0.3427028],"study_design_scores_gemma":[0.0007575669,0.0005840915,0.001949508,0.000006835393,0.00003003042,0.0001928024,0.001271585,0.1652317,0.2807184,0.007069331,0.5413912,0.0007969119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609231,0.003201201,0.003105762,0.0004882641,0.0002335305,0.0006485709,0.00001891448,0.02161348,0.009767124],"genre_scores_gemma":[0.9977515,0.00007317526,0.001596638,0.00008203389,0.00001566164,0.0001681532,0.000006248686,0.00004247274,0.0002640572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3419059,"threshold_uncertainty_score":0.6309933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499201566347722,"score_gpt":0.2180119978623239,"score_spread":0.2030199821988467,"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."}}