{"id":"W4413519589","doi":"10.64628/aam.xjrrqa39h","title":"Targeted policies can help decarbonize Canada one home at a time","year":2023,"lang":"en","type":"article","venue":"","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004877073,0.0001390821,0.000159993,0.0001239823,0.00005384731,0.00002033367,0.0001015473,0.00007321643,0.0002982073],"category_scores_gemma":[0.00001739219,0.000137537,0.00002293611,0.0006194228,0.000009686532,0.00003742224,0.00002679682,0.00006515517,0.0001951308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006333362,"about_ca_system_score_gemma":0.0001043026,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6753337,"about_ca_topic_score_gemma":0.8470832,"domain_scores_codex":[0.9991765,0.00001513921,0.0001770948,0.0001153501,0.0001845191,0.0003313976],"domain_scores_gemma":[0.9996362,0.00002731105,0.00001538073,0.0001809143,0.00005375537,0.00008647866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002638985,0.000003991476,0.0001969534,0.00002787618,0.00008839613,0.00001641478,0.0002486194,0.8679423,0.02226289,0.0003966915,0.1087456,0.00006768552],"study_design_scores_gemma":[0.0003520211,0.00001492013,0.001930172,0.00004019823,0.00001558045,0.000009614783,0.0001750621,0.9353523,0.04942721,0.00002428207,0.01217812,0.0004805257],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9299173,0.0001255456,0.0004141708,0.0006771887,0.00089551,0.0001992027,0.00007014803,0.002955145,0.06474581],"genre_scores_gemma":[0.9660507,0.00001840551,0.0002324921,0.00009363966,0.00008134929,0.00002283902,0.0001853028,0.00006114715,0.0332541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1717494,"threshold_uncertainty_score":0.5608597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004901471077230484,"score_gpt":0.1572974435155278,"score_spread":0.1523959724382973,"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."}}