{"id":"W2474245925","doi":"10.1016/j.jclepro.2016.07.069","title":"Comparative life cycle assessment of ceramic brick, concrete brick and cast-in-place reinforced concrete exterior walls","year":2016,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":121,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University; University of Alberta","funders":"","keywords":"Brick; Life-cycle assessment; Embodied energy; Reinforced concrete; Environmental science; Civil engineering; Engineering; Structural engineering; Ecology; Production (economics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006643048,0.000163801,0.0004459046,0.0002152733,0.00003335241,0.0000323913,0.0000988847,0.00006026535,0.00003637917],"category_scores_gemma":[0.00008353315,0.0001247006,0.00006620393,0.0001574679,0.00006967891,0.0004723229,0.00002279447,0.0002006996,0.000001628252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002748314,"about_ca_system_score_gemma":0.0001269544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001612365,"about_ca_topic_score_gemma":0.000001365938,"domain_scores_codex":[0.9986007,0.00009502878,0.0006377432,0.0001585697,0.0002831785,0.0002247562],"domain_scores_gemma":[0.9990667,0.000100911,0.000338449,0.0001534193,0.0002339454,0.0001066409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003334416,0.000007649871,0.001813112,0.0003346551,0.0002785964,0.00006077061,0.001624782,0.1280931,0.8563159,0.0003063812,0.003023549,0.007808038],"study_design_scores_gemma":[0.01854132,0.00401511,0.168739,0.003955129,0.0005706499,0.002275158,0.00993355,0.2402474,0.5272871,0.0006849789,0.02123755,0.002513048],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941412,0.0003322608,0.003948707,0.0004189122,0.0005449235,0.0002317888,0.000002130464,0.00002569479,0.0003543817],"genre_scores_gemma":[0.9974996,0.0003872184,0.001307972,0.00002138985,0.0002466029,0.000004027856,6.354193e-7,0.00002093998,0.0005116072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3290288,"threshold_uncertainty_score":0.5085141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296687076267896,"score_gpt":0.2670721237729328,"score_spread":0.2541052530102538,"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."}}