{"id":"W2095407442","doi":"10.3992/jgb.7.1.3","title":"INTEGRATING OPERATIONS AND RESEARCH TO DEMONSTRATE BIOENERGY HEATING AT THE UNIVERSITY OF NORTHERN BRITISH COLUMBIA","year":2012,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioenergy; Renewable energy; Heating system; Environmental economics; Biomass (ecology); Resource (disambiguation); Sustainable energy; Engineering; Environmental resource management; Architectural engineering; Environmental science; Business; Computer science; Ecology; 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":[0.001792547,0.0004510964,0.0001850513,0.0008126635,0.005512311,0.003332246,0.001688292,0.001027956,0.01739945],"category_scores_gemma":[0.001268638,0.0003409121,0.0002360836,0.001095341,0.002048858,0.0008005557,0.002545286,0.00150754,0.001907953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02970309,"about_ca_system_score_gemma":0.05301473,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7204093,"about_ca_topic_score_gemma":0.8996615,"domain_scores_codex":[0.9976953,0.000420832,0.00004691647,0.0001740409,0.0007701166,0.0008928602],"domain_scores_gemma":[0.9971765,0.0002617776,0.00006966307,0.0002457579,0.001023006,0.001223295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00186677,0.007404137,0.08100042,0.00126178,0.00007957046,0.005639922,0.02904418,0.01254949,0.1548466,0.06338154,0.09606298,0.5468627],"study_design_scores_gemma":[0.0003574402,0.002270705,0.1603126,0.0004986163,0.0000801143,0.0009497853,0.06163971,0.00848193,0.08019286,0.006776061,0.678147,0.0002932142],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5752797,0.001348677,0.008091385,0.007319012,0.0001476069,0.001332758,0.0008353613,0.001141756,0.4045038],"genre_scores_gemma":[0.8864788,0.0006401104,0.01329618,0.0004629351,0.0000198378,0.0003001076,0.0003539242,0.00008703164,0.09836107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2795907,"threshold_uncertainty_score":0.5624744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02842789968782291,"score_gpt":0.2848574189230037,"score_spread":0.2564295192351808,"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."}}