{"id":"W4413639304","doi":"10.64628/aam.en5nvht5j","title":"Canada’s proposed east-west energy corridors should prioritize clean energy","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Clean energy; Energy (signal processing); Geography; Environmental science; Environmental protection; Physics","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":[0.002454122,0.000552971,0.0004343073,0.001401049,0.006581102,0.007603718,0.001469187,0.004333993,0.01328305],"category_scores_gemma":[0.006429784,0.0003838381,0.0008468493,0.002189116,0.002350028,0.00199959,0.00182742,0.004894241,0.000710279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04250871,"about_ca_system_score_gemma":0.1833035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9626369,"about_ca_topic_score_gemma":0.9874457,"domain_scores_codex":[0.9968312,0.0004149278,0.00007687318,0.0002121958,0.00107412,0.001390642],"domain_scores_gemma":[0.9955364,0.0005121169,0.0001698342,0.0001418826,0.002515435,0.001124227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000193607,0.0001133111,0.01408897,0.000234722,0.0001227185,0.0002199513,0.00156951,0.006191729,0.00106344,0.8066086,0.140484,0.02910957],"study_design_scores_gemma":[0.0002876994,0.000101725,0.0514104,0.0006676433,0.0002051518,0.0001355865,0.01044235,0.006508899,0.003277337,0.1151589,0.811615,0.0001892249],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1219035,0.002837064,0.01090941,0.1961456,0.001791347,0.00039038,0.004509015,0.000343751,0.6611699],"genre_scores_gemma":[0.7428854,0.002784911,0.01837869,0.05687987,0.0001659714,0.0003207751,0.001048245,0.0001740168,0.1773621],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04250871,"threshold_uncertainty_score":0.3084237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03843420559680922,"score_gpt":0.302824501488124,"score_spread":0.2643902958913147,"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."}}