{"id":"W2983169309","doi":"","title":"Warm Homes, Greener Living: Reducing Energy Poverty in Daniel McIntyre and St. Matthews through Energy Retrofits","year":2012,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poverty; Fuel poverty; Energy (signal processing); Energy poverty; Economics; Economic growth; Physics; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.000213524,0.0001533862,0.0001927952,0.00005288056,0.0001656949,0.000009892019,0.0002223632,0.0001045752,0.0003785424],"category_scores_gemma":[0.00002373828,0.0001768887,0.00005297047,0.0002109469,0.0002789558,0.0006653712,0.0004593835,0.0001103995,0.00001868908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000515837,"about_ca_system_score_gemma":0.00001294294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03470162,"about_ca_topic_score_gemma":0.08040066,"domain_scores_codex":[0.9988456,0.0001241853,0.000105804,0.0003220298,0.0002453913,0.000356943],"domain_scores_gemma":[0.999373,0.00006200666,0.00009989666,0.0003122448,0.000005831783,0.0001469827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002622885,0.0003109807,0.9753691,0.00002350697,0.00001118996,0.00000576315,0.002781474,0.00009386929,0.0005165124,0.0009699942,0.01523428,0.004657117],"study_design_scores_gemma":[0.0002546027,0.00004340417,0.8990505,0.00002304094,0.00001499657,0.000007029025,0.02924265,0.0002627273,0.0003018639,0.0003559843,0.07022385,0.0002193277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865757,0.0002080353,0.0004260282,0.001479731,0.0001087198,0.00007262427,0.00000693257,0.0000233487,0.01109887],"genre_scores_gemma":[0.9945883,0.0003340808,0.001517831,0.0003215522,0.00002623101,5.691831e-7,0.000006140313,0.00001254149,0.003192772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07631855,"threshold_uncertainty_score":0.9717264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009828967192837284,"score_gpt":0.1927222512607215,"score_spread":0.1828932840678842,"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."}}