{"id":"W4375930370","doi":"10.2139/ssrn.4442242","title":"Electrification Policy Impacts on Land System in British Columbia, Canada","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Electrification; Geography; Environmental planning; Environmental protection; Natural resource economics; Agricultural economics; Economics; Engineering; Electricity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004079622,0.0003420235,0.0005935483,0.00164311,0.003647297,0.003520105,0.001491759,0.0009172296,0.01178707],"category_scores_gemma":[0.002263586,0.0002959881,0.0005465687,0.005227125,0.001182345,0.0008041465,0.001196018,0.001068765,0.0006130671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.101812,"about_ca_system_score_gemma":0.08037389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9993316,"about_ca_topic_score_gemma":0.9997506,"domain_scores_codex":[0.9990497,0.00009618968,0.00004024302,0.00007422989,0.0002126139,0.0005269652],"domain_scores_gemma":[0.9980285,0.0002208768,0.00009620386,0.00004831611,0.00123097,0.0003750458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001374985,0.0004711322,0.7233866,0.0006918877,0.0005065267,0.002711196,0.004621314,0.04203538,0.003423682,0.03012615,0.09575956,0.09489151],"study_design_scores_gemma":[0.0001044993,0.00006958443,0.9298445,0.0002518251,0.0001657241,0.0001377044,0.01795461,0.01202365,0.000862563,0.001759711,0.03671602,0.0001096893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9459842,0.001526885,0.0001735435,0.004767539,0.00005984585,0.00006011521,0.01072775,0.00006019615,0.03663986],"genre_scores_gemma":[0.9691784,0.001328748,0.0001854587,0.0003299449,0.000007956638,0.00002261179,0.00208226,0.00002443412,0.02684019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.101812,"threshold_uncertainty_score":0.738701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006572359998153412,"score_gpt":0.2038504736541963,"score_spread":0.1972781136560428,"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."}}