{"id":"W6904870597","doi":"10.14288/1.0400163","title":"AMS Nest : Net Zero Carbon Emissions by 2025","year":2021,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Sustainable Development and Policies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Greenhouse gas; Electricity; Zero-energy building; Climate change; Efficient energy use; Global warming; Emission inventory; Greenhouse effect","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":[0.0006430403,0.0009170076,0.0002687922,0.001319376,0.0004771567,0.001944763,0.000700346,0.0008200962,0.01705697],"category_scores_gemma":[0.001052737,0.0002240341,0.0008364904,0.001208107,0.0002040657,0.001406884,0.0009017561,0.0007740296,0.009895382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001518311,"about_ca_system_score_gemma":0.002575579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01332752,"about_ca_topic_score_gemma":0.01267318,"domain_scores_codex":[0.9992717,0.00005285735,0.00002254957,0.00003998445,0.0005178754,0.00009508019],"domain_scores_gemma":[0.9993832,0.00002941385,0.00007957601,0.00002865785,0.0003826273,0.00009647089],"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":[0.001185354,0.0002212215,0.02926959,0.001282898,0.0002011843,0.0005059801,0.0001240611,0.02468705,0.00560537,0.03708247,0.7195805,0.1802543],"study_design_scores_gemma":[0.00006220554,0.0002811526,0.03521391,0.0002606244,0.00005552201,0.0002462068,0.0002890443,0.01057924,0.006900669,0.006557392,0.9394953,0.00005863308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1235733,0.005563878,0.01890937,0.01036866,0.006445945,0.0004208341,0.3438675,0.006823914,0.4840267],"genre_scores_gemma":[0.5482535,0.005927993,0.02154718,0.002580475,0.0008040528,0.0007474439,0.2631547,0.001260982,0.1557237],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01705697,"threshold_uncertainty_score":0.05706125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004639237133574873,"score_gpt":0.1609344892134442,"score_spread":0.1562952520798694,"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."}}