{"id":"W2941316874","doi":"10.22215/etd/2017-11750","title":"Developing a Methodology for Assessing the Energy Potential of Residential Micro-Cogeneration Systems","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Resources Canada","keywords":"Cogeneration; Engineering; Field (mathematics); Process engineering; Electricity generation; Power (physics)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003507603,0.0009907641,0.0006236004,0.001694102,0.0003801424,0.001373048,0.001430219,0.0008941559,0.001642476],"category_scores_gemma":[0.005456645,0.0003821968,0.0008893738,0.0009373664,0.0006818423,0.001208097,0.0009910072,0.0007620343,0.0002245551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001013477,"about_ca_system_score_gemma":0.001363921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001905165,"about_ca_topic_score_gemma":0.001918918,"domain_scores_codex":[0.9982898,0.0006491402,0.0001000007,0.000164021,0.0007235718,0.00007350796],"domain_scores_gemma":[0.9985628,0.0007273949,0.000207515,0.0001088643,0.000367721,0.00002576675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002278859,0.00007059996,0.00175356,0.0003398323,0.00008307403,0.00008951018,0.0001019029,0.8165175,0.005601803,0.06006704,0.0005266104,0.1148258],"study_design_scores_gemma":[0.000009011701,0.0001270671,0.0007704685,0.00007187328,0.00001949991,0.00006720033,0.0000821583,0.967231,0.004651754,0.02377082,0.003179533,0.0000195663],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006434299,0.0001318125,0.9903582,0.00003527857,0.000009486193,0.0001392887,0.00005490672,0.00006832163,0.00276848],"genre_scores_gemma":[0.2830889,0.0002663325,0.7143512,0.00003328421,0.00001404855,0.0004672097,0.0001646523,0.00004350227,0.001570773],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003507603,"threshold_uncertainty_score":0.01855016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04619305822720338,"score_gpt":0.3197175120462339,"score_spread":0.2735244538190306,"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."}}