{"id":"W1855578080","doi":"10.5281/zenodo.1107699","title":"Life Cycle Assessment Of Residential Buildings: A Case Study In Canada","year":2015,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Life-cycle assessment; Architectural engineering; Environmental planning; Geography; Engineering; Economics","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":[0.0006741973,0.0006222177,0.0004148498,0.001280184,0.001728805,0.001319192,0.001087218,0.0006557145,0.001303091],"category_scores_gemma":[0.001029351,0.0002666616,0.0008128556,0.003131247,0.0005475179,0.0003669714,0.0004400478,0.0003752164,0.0001307072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02510099,"about_ca_system_score_gemma":0.01211985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9616405,"about_ca_topic_score_gemma":0.9734562,"domain_scores_codex":[0.9994955,0.00006313966,0.0000178836,0.00005887206,0.0002263388,0.0001381629],"domain_scores_gemma":[0.9993278,0.0001230383,0.00003383357,0.00002427731,0.0004309372,0.00006020693],"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":[0.0005933178,0.000682459,0.1337248,0.000837727,0.0002284054,0.005357469,0.001746464,0.7357149,0.0128077,0.006140669,0.004658726,0.09750746],"study_design_scores_gemma":[0.00010031,0.0006176727,0.24144,0.0001547942,0.0002996236,0.0007291433,0.008209391,0.7133878,0.01090212,0.002178177,0.02178974,0.0001910483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836599,0.0007147972,0.003690423,0.0001645913,0.000007636208,0.0002675139,0.001734852,0.00005186519,0.009708373],"genre_scores_gemma":[0.9880539,0.000650111,0.004287149,0.00002698742,0.000002388001,0.00004092251,0.001168232,0.00001653494,0.005753971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03835952,"threshold_uncertainty_score":0.1821213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.028402702382911,"score_gpt":0.2736812226298557,"score_spread":0.2452785202469447,"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."}}