{"id":"W7017824632","doi":"","title":"Building on Existing District Energy Infrastructure to Decarbonize a Growing Urban Neighborhood","year":2022,"lang":"fr","type":"other","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cost analysis; Economic analysis; Town centre; Road construction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003003691,0.0002493932,0.0001834199,0.0004947388,0.001007843,0.001618501,0.0009957895,0.0003358028,0.01100566],"category_scores_gemma":[0.000952112,0.0001554025,0.0002790773,0.0012074,0.0004599243,0.001001664,0.001901954,0.0003757777,0.001188518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003798315,"about_ca_system_score_gemma":0.004709441,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1003826,"about_ca_topic_score_gemma":0.3550057,"domain_scores_codex":[0.9996725,0.0000684702,0.000008830052,0.0000441086,0.00007632564,0.0001297854],"domain_scores_gemma":[0.9996591,0.00003782824,0.00002561316,0.00007597885,0.0001262154,0.00007536917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005407068,0.001518281,0.1296403,0.0009560385,0.0001656648,0.001000466,0.002741252,0.3271883,0.02348159,0.05257623,0.01834937,0.4418419],"study_design_scores_gemma":[0.0002782473,0.002136551,0.3647012,0.0005120281,0.0004699678,0.0005587295,0.02452447,0.1756598,0.02407111,0.01902669,0.3878872,0.0001739513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8360853,0.0003155625,0.02748,0.0006285885,0.00006304424,0.0005426349,0.001118095,0.0007729659,0.1329937],"genre_scores_gemma":[0.978731,0.0001981812,0.009290705,0.00003184408,0.000004583762,0.00008120435,0.0004365607,0.00002724715,0.01119867],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8996174,"threshold_uncertainty_score":0.1995965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008789671738783728,"score_gpt":0.2303724873483917,"score_spread":0.221582815609608,"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."}}