{"id":"W3168563659","doi":"10.24908/cpp-apc.v2021i2.13956","title":"Why is there an implementation gap in community energy planning?","year":2021,"lang":"en","type":"article","venue":"Canadian Planning and Policy / Aménagement et politique au Canada","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; Simon Fraser University; Pacific Institute for Climate Solutions","keywords":"Jurisdiction; Greenhouse gas; Government (linguistics); Renewable energy; Business; Local government; Energy consumption; Energy policy; Consumption (sociology); Environmental economics; Environmental planning; Public administration; Economics; Political science; Engineering; Geography; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0001448514,0.0001780362,0.0001472884,0.0002535101,0.0002122683,0.00007912272,0.0001298418,0.00007977379,0.00005835455],"category_scores_gemma":[0.00001186183,0.0002236187,0.00001657256,0.0002651294,0.00001826687,0.0001712495,0.0000258791,0.0002298898,1.131473e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008924186,"about_ca_system_score_gemma":0.001719735,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9979649,"about_ca_topic_score_gemma":0.9994612,"domain_scores_codex":[0.9988787,0.0001487704,0.0001989221,0.0001530816,0.000108189,0.0005123076],"domain_scores_gemma":[0.9992855,0.00004523917,0.00002963688,0.0002437249,0.00002926349,0.0003666325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007708257,0.000024265,0.06575629,0.0002024323,0.000152826,0.0004478401,0.01113319,0.5826085,0.00005268873,0.1580763,0.1778475,0.003690419],"study_design_scores_gemma":[0.001136274,0.0000875051,0.09918592,0.0003919121,0.0000373585,0.00007435297,0.01406167,0.02555289,0.001910221,0.003545161,0.8528065,0.001210246],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9439433,0.0006914138,0.0008160006,0.005413461,0.0002982102,0.0001096761,0.0003567589,0.0001165174,0.04825469],"genre_scores_gemma":[0.9789529,0.00006191396,0.0000872973,0.02008785,0.0001036675,0.00002186094,0.0005095795,0.00003214509,0.0001427857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6749589,"threshold_uncertainty_score":0.9118907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850478959053468,"score_gpt":0.277585297426735,"score_spread":0.2590805078362003,"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."}}