{"id":"W6969268033","doi":"10.5683/sp2/yuoaug","title":"Bill of materials (BoM) and archetype information for buildings in Canada","year":2021,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Greenhouse gas; Plan (archaeology); Apartment; Renewable energy; Electricity; Facade; Demolition; Set (abstract data type)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003394783,0.001041326,0.0005805569,0.007959894,0.001851486,0.002134423,0.001373712,0.0005200107,0.00949349],"category_scores_gemma":[0.002749386,0.0004828702,0.0009585173,0.02385222,0.000486531,0.0008629593,0.001109074,0.0008785781,0.004012021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03022623,"about_ca_system_score_gemma":0.02645723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9912189,"about_ca_topic_score_gemma":0.9950891,"domain_scores_codex":[0.9988167,0.00003716938,0.00009141745,0.000206812,0.0005754264,0.0002723602],"domain_scores_gemma":[0.9972308,0.0001650376,0.0002239737,0.0001928759,0.001875899,0.0003114003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002952312,0.00008497928,0.1794965,0.002256779,0.0002063572,0.0004992133,0.001141726,0.01061025,0.001702308,0.009757392,0.7234446,0.07050472],"study_design_scores_gemma":[0.00002942966,0.00002165903,0.3461332,0.0005878684,0.00006034256,0.0002262696,0.001768551,0.009145437,0.001517273,0.001016464,0.6393511,0.0001425147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01287158,0.0004729502,0.0004171596,0.0001336267,0.00001404226,0.0000370061,0.9802552,0.0003064944,0.00549188],"genre_scores_gemma":[0.03100868,0.0007840008,0.002030854,0.00005458929,0.000005035588,0.00005378522,0.9629692,0.00006776794,0.003026055],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03022623,"threshold_uncertainty_score":0.2193077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01561936382935745,"score_gpt":0.2435692059483704,"score_spread":0.2279498421190129,"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."}}