{"id":"W2292058067","doi":"10.14288/1.0108525","title":"LCA : batteries and fuel cells for commercial buildings in British Columbia","year":2014,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fuel cells; Architectural engineering; Business; Environmental science; Forensic engineering; Engineering","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":[0.0002244506,0.0005057792,0.0002474647,0.0007564065,0.002189588,0.001881119,0.001102313,0.0004997279,0.007345771],"category_scores_gemma":[0.0004974707,0.0003279468,0.0003446752,0.001722636,0.0004996227,0.0008077591,0.0004712078,0.0005144721,0.0009979887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02634618,"about_ca_system_score_gemma":0.01315621,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9607449,"about_ca_topic_score_gemma":0.9810202,"domain_scores_codex":[0.9997535,0.00002606719,0.000005630452,0.00002834672,0.0001157604,0.00007072013],"domain_scores_gemma":[0.9997626,0.00002836077,0.000007756686,0.00001161655,0.0001599122,0.00002972826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00110638,0.001054326,0.1049952,0.001203231,0.0001365193,0.003875996,0.001764818,0.4419363,0.02847897,0.04131661,0.09871638,0.2754154],"study_design_scores_gemma":[0.0001890383,0.0006475506,0.1629602,0.0003441818,0.0001550384,0.0007551341,0.01049258,0.5622661,0.02076175,0.006565282,0.2345401,0.0003232175],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7532713,0.002266455,0.006020247,0.001538065,0.00007541243,0.000341415,0.005086261,0.0005169005,0.230884],"genre_scores_gemma":[0.9326031,0.001302446,0.00352804,0.00008633528,0.000004803328,0.00009470995,0.001726361,0.00007499165,0.06057938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03925508,"threshold_uncertainty_score":0.1911558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004225315314798107,"score_gpt":0.163119809119388,"score_spread":0.1588944938045899,"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."}}