{"id":"W6997249853","doi":"","title":"Understanding Off-Grid Solar Systems: The Path to Energy Independence – US and Canada Report","year":2024,"lang":"en","type":"other","venue":"","topic":"Photovoltaic Systems and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Path (computing); Independence (probability theory); Energy (signal processing); Energy independence; Solar energy; Field (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009248229,0.0007041083,0.0002518266,0.001531155,0.003055887,0.003179215,0.001253973,0.001306349,0.03903569],"category_scores_gemma":[0.001524022,0.0002701243,0.0004972443,0.003248681,0.0008478731,0.001333473,0.001253362,0.001680747,0.003731809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04518279,"about_ca_system_score_gemma":0.1237709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.995037,"about_ca_topic_score_gemma":0.9977148,"domain_scores_codex":[0.9988285,0.00002561959,0.00001043812,0.00004557766,0.0008432289,0.0002466535],"domain_scores_gemma":[0.997691,0.00007293764,0.00003424386,0.00007001233,0.001847248,0.0002844814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002535491,0.00004230223,0.002721512,0.0001168008,0.00001460783,0.00004635759,0.0001717689,0.001347164,0.000375837,0.02173933,0.9130672,0.06033177],"study_design_scores_gemma":[0.000004938182,0.00000395947,0.008964255,0.00009533753,0.00001371146,0.0000142416,0.0005302503,0.0007993046,0.0008962083,0.003343276,0.9853176,0.00001697673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008497078,0.01114179,0.002757328,0.03977084,0.001175331,0.0001629069,0.04144128,0.0006367414,0.8944167],"genre_scores_gemma":[0.0705071,0.02163812,0.005415931,0.004141981,0.0001966464,0.00005900788,0.0213477,0.0004709557,0.8762226],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04518279,"threshold_uncertainty_score":0.3278257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01481253299731418,"score_gpt":0.205205615461159,"score_spread":0.1903930824638448,"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."}}