{"id":"W7139770811","doi":"","title":"APSC 262 : technology and society II : project final report","year":2013,"lang":"en","type":"report","venue":"cIRcle (University of British Columbia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sustainability; Greenhouse gas; Heat recovery ventilation; Flue gas; Waste heat recovery unit; Production (economics); Energy recovery; Waste heat; Carbon footprint","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.007501267,0.001678966,0.0006580295,0.002646447,0.002248317,0.008365179,0.001787946,0.002961277,0.2519442],"category_scores_gemma":[0.005104698,0.0006468922,0.0009840056,0.002200045,0.0008538345,0.003271979,0.003793349,0.002604762,0.3051287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00359991,"about_ca_system_score_gemma":0.02084206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008393159,"about_ca_topic_score_gemma":0.00531408,"domain_scores_codex":[0.9944871,0.0006201265,0.0001313294,0.0003854835,0.003458665,0.0009172811],"domain_scores_gemma":[0.9920636,0.0002250581,0.0001480122,0.0007621674,0.004828832,0.001972354],"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":[0.0002321617,0.0005313642,0.0008171469,0.0003643038,0.0000165814,0.0001384528,0.0001272855,0.001096086,0.003428353,0.008806145,0.8963224,0.08811969],"study_design_scores_gemma":[0.00004268721,0.0002740968,0.0008272381,0.00008770757,0.00000635025,0.00006376761,0.0001113691,0.0002801468,0.002755377,0.0009234432,0.9946167,0.0000112208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007027173,0.001413316,0.01880653,0.007415994,0.006706684,0.00557586,0.03032538,0.005646218,0.9170829],"genre_scores_gemma":[0.01494884,0.001846706,0.01098092,0.0009439042,0.0006471854,0.002578906,0.02778024,0.002068999,0.9382042],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2519442,"threshold_uncertainty_score":0.8428373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02268075307027832,"score_gpt":0.2197073066785703,"score_spread":0.197026553608292,"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."}}