{"id":"W6940824246","doi":"10.11575/prism/42351","title":"Potential Retrofit of Heat Pumps in Multi-Use Residential Buildings in Alberta","year":2023,"lang":"en","type":"other","venue":"Open MIND","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retrofitting; Interim; Electricity; Greenhouse gas; Heat pump; Set (abstract data type)","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":[0.0005587073,0.000216939,0.0001419791,0.0004937163,0.001346505,0.00123886,0.0008119611,0.0003008824,0.001771612],"category_scores_gemma":[0.0004789883,0.00009940455,0.0001958713,0.0005798474,0.0005960632,0.0003974049,0.0005750103,0.0001939637,0.0001653427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005669284,"about_ca_system_score_gemma":0.002330704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2831944,"about_ca_topic_score_gemma":0.7449371,"domain_scores_codex":[0.9995841,0.00009534258,0.000009083154,0.00003855651,0.0001676815,0.0001052143],"domain_scores_gemma":[0.9997548,0.0000564175,0.00003337233,0.00001669203,0.00008475022,0.00005395577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002169062,0.001047129,0.4987752,0.0003465512,0.0001371415,0.009825968,0.007411067,0.07051048,0.08175276,0.0109394,0.002756114,0.3143292],"study_design_scores_gemma":[0.00004380837,0.001822039,0.7948425,0.0001242198,0.0001328326,0.001437738,0.05243948,0.08657178,0.03117448,0.001692106,0.02960045,0.0001186205],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926841,0.00009122967,0.0005429539,0.00004472175,0.00000298923,0.0000182299,0.00002979185,0.00001344021,0.006572667],"genre_scores_gemma":[0.9967949,0.0000836818,0.0006498951,0.000004648281,8.171938e-7,0.00000251515,0.00001953267,0.000001921693,0.002442058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7168056,"threshold_uncertainty_score":0.563092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03518667278514384,"score_gpt":0.2749427165243046,"score_spread":0.2397560437391607,"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."}}