{"id":"W7094033536","doi":"","title":"Understanding Off-Grid Solar Systems: The Path to Energy Independence – US and Canada Report","year":2024,"lang":"en","type":"other","venue":"","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","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":[0.0006293713,0.0004696746,0.0001884963,0.00100986,0.003049835,0.002367557,0.0006787614,0.0006897962,0.0262157],"category_scores_gemma":[0.000734533,0.000173559,0.0002981071,0.001752615,0.0007745004,0.0008805093,0.001149007,0.001135528,0.002592783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02536117,"about_ca_system_score_gemma":0.06140013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9845579,"about_ca_topic_score_gemma":0.9950078,"domain_scores_codex":[0.9994401,0.00001230127,0.000005223697,0.00003056089,0.0003901656,0.0001215081],"domain_scores_gemma":[0.9988328,0.00003070698,0.00001758898,0.00004243722,0.0008901589,0.0001863666],"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":[0.00006141679,0.00006801935,0.009939686,0.0001646694,0.00002407184,0.000152496,0.0003842209,0.002246062,0.002487603,0.02568548,0.8092088,0.1495776],"study_design_scores_gemma":[0.00000436521,0.00000463672,0.01646616,0.00006410183,0.00001156598,0.00002991829,0.0006639787,0.0009091756,0.002455657,0.003026856,0.9763474,0.00001623584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02655371,0.01306453,0.005241817,0.04456182,0.001154614,0.0001514616,0.01576127,0.0008623718,0.8926485],"genre_scores_gemma":[0.1561434,0.01943357,0.009041829,0.002944668,0.0001730039,0.00003057678,0.01001647,0.0004165036,0.8018001],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0262157,"threshold_uncertainty_score":0.1840091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135847217725731,"score_gpt":0.2716061725962817,"score_spread":0.2602477004190244,"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."}}