{"id":"W1979985589","doi":"10.1680/ener.2007.160.4.151","title":"Adoption of energy efficiency innovations in new UK housing","year":2007,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Energy","topic":"Energy Efficiency and Management","field":"Energy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Context (archaeology); Quarter (Canadian coin); Business; Order (exchange); Efficient energy use; Housing industry; Sociotechnical system; Marketing; Economic growth; Engineering; Economics; Finance; Management","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":[0.00507789,0.0001531535,0.0002435315,0.0007655512,0.002329954,0.003310995,0.0005687797,0.001044727,0.002867208],"category_scores_gemma":[0.01642255,0.0003341008,0.0001954113,0.0008581828,0.002605668,0.002388929,0.00303095,0.001212708,0.0002381506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007974358,"about_ca_system_score_gemma":0.004119015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03742478,"about_ca_topic_score_gemma":0.1044695,"domain_scores_codex":[0.9938982,0.003073273,0.0002510468,0.0004508023,0.001516291,0.0008103562],"domain_scores_gemma":[0.98755,0.006977605,0.001856995,0.0006297605,0.00196032,0.001025249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002732663,0.0003985932,0.09561709,0.0002647214,0.00002294789,0.002484072,0.8029748,0.000369578,0.002999892,0.01082434,0.003144383,0.08062628],"study_design_scores_gemma":[0.00004658626,0.0005838014,0.2408404,0.000370247,0.0000242918,0.0006561818,0.6600798,0.001413927,0.001847628,0.001164007,0.09288441,0.00008876636],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907924,0.0002315893,0.0002888898,0.001109574,0.00002681779,0.00003994863,0.00001456393,0.000004305443,0.007491953],"genre_scores_gemma":[0.9960077,0.0002752114,0.0002268432,0.000164509,0.000004912199,0.00002094753,0.00001519346,0.000004595352,0.003280141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03742478,"threshold_uncertainty_score":0.0744139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009642287591808909,"score_gpt":0.2108230125599798,"score_spread":0.2011807249681709,"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."}}