{"id":"W1969298018","doi":"10.1680/ensu.11.00026","title":"Retrofit versus new-build house using life-cycle assessment","year":2012,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Engineering Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Retrofitting; Life-cycle assessment; Stage (stratigraphy); Life span; Baseline (sea); Environmental impact assessment; Architectural engineering; Computer science; Engineering; Operations management; Environmental science; Production (economics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003008203,0.0005832871,0.000541796,0.002617958,0.0003253865,0.001322908,0.0008549046,0.000331045,0.001701753],"category_scores_gemma":[0.009339852,0.000216606,0.0007381703,0.002319707,0.0002919312,0.001619443,0.0005233585,0.0003100939,0.00030634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001756316,"about_ca_system_score_gemma":0.0006951751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007363678,"about_ca_topic_score_gemma":0.01809052,"domain_scores_codex":[0.9973024,0.001101326,0.0001728005,0.0002745464,0.001037402,0.0001114934],"domain_scores_gemma":[0.9925195,0.004133685,0.0009056468,0.0004489971,0.00186512,0.0001270687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00193801,0.001226084,0.3898287,0.001014052,0.0007252866,0.0004842466,0.003786963,0.2431327,0.01955224,0.004519576,0.001150796,0.3326412],"study_design_scores_gemma":[0.00009481248,0.006462311,0.5090837,0.0002147285,0.0005339535,0.0008532976,0.004899583,0.3942188,0.06109318,0.005452177,0.01663383,0.0004595383],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771613,0.0003877167,0.01526469,0.0000331084,0.000008926878,0.0002456032,0.000901652,0.00007698185,0.005919998],"genre_scores_gemma":[0.9844114,0.0002324882,0.01359284,0.000009326001,0.000003069926,0.0001093553,0.0008007691,0.00001880041,0.0008220182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007363678,"threshold_uncertainty_score":0.01590908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158618912242554,"score_gpt":0.2446010603437637,"score_spread":0.2330148712213382,"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."}}