{"id":"W7115930806","doi":"10.60870/2d3r-bd02","title":"Technology and Policy Options for a Low-Emission Energy System in Canada","year":2025,"lang":"","type":"report","venue":"CCA_Repo","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Energy policy; Energy (signal processing); Government (linguistics); Technology assessment; Public policy; Work (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001061267,0.001481732,0.002971068,0.008770014,0.0006145385,0.0001358314,0.0008902323,0.002365215,0.00001734671],"category_scores_gemma":[0.003238188,0.001621178,0.0003574245,0.007165064,0.0003866478,0.0001330713,0.001037354,0.001163053,0.000009149797],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.04936557,"about_ca_system_score_gemma":0.1774411,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.975818,"about_ca_topic_score_gemma":0.9549182,"domain_scores_codex":[0.9907416,0.0002428837,0.003266992,0.002580347,0.001161862,0.002006364],"domain_scores_gemma":[0.9928712,0.0004855429,0.002156633,0.002325044,0.001490341,0.0006712922],"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":[0.001305719,0.001548275,0.0189562,0.09661524,0.004643017,0.01262307,0.0003214185,0.00254929,0.03812402,0.3615742,0.1440452,0.3176944],"study_design_scores_gemma":[0.002219872,0.000125029,0.00030647,0.01691087,0.000566018,0.00485447,0.001639723,0.006313796,0.002589741,0.0006145573,0.9622315,0.001627912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1651875,0.2986864,0.004812938,0.01008682,0.02460422,0.02928189,0.02441231,0.003550482,0.4393774],"genre_scores_gemma":[0.9066177,0.005704852,0.0004019181,0.00005842976,0.0008019934,0.003400653,0.000756093,0.000506399,0.08175194],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8181864,"threshold_uncertainty_score":0.9997932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0110236524569844,"score_gpt":0.2713461474692185,"score_spread":0.2603224950122341,"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."}}