{"id":"W2469247511","doi":"10.1007/978-3-319-17777-9_59","title":"Reducing Canadian Greenhouse Energy Costs Using Highly Insulating Glazing","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Greenhouse Technology and Climate Control","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Glazing; Greenhouse; Environmental science; Natural resource economics; Architectural engineering; Business; Environmental economics; Materials science; Economics; Composite material; Engineering; Horticulture","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":[0.0001669918,0.0007557163,0.0001446633,0.0009081885,0.001546056,0.001523543,0.0008360187,0.0005720761,0.01317104],"category_scores_gemma":[0.0002864646,0.0001537252,0.0003252491,0.001695298,0.0004876289,0.0005937458,0.0004266457,0.0006371305,0.001014237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.017258,"about_ca_system_score_gemma":0.01337572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9156303,"about_ca_topic_score_gemma":0.9778064,"domain_scores_codex":[0.9996878,0.00001150126,0.000003512,0.00002023943,0.0002167452,0.00006024741],"domain_scores_gemma":[0.9999189,0.00000618857,0.000003487387,0.000005005595,0.00005966472,0.000006647546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006238458,0.00005592817,0.001161727,0.0005024538,0.00002578039,0.0002124921,0.0005551757,0.008633397,0.01614927,0.1459812,0.202584,0.6240762],"study_design_scores_gemma":[0.000005200623,0.00001297567,0.003862229,0.0001275627,0.00002224306,0.00009672494,0.0003513162,0.001698666,0.007106393,0.005659869,0.981034,0.00002275183],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02410229,0.02538538,0.02025261,0.005112689,0.0008362529,0.0000745155,0.0008034278,0.0004678888,0.922965],"genre_scores_gemma":[0.2107905,0.03152928,0.02792118,0.0009136932,0.0001056672,0.000028574,0.0007812377,0.0002664221,0.7276634],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08436972,"threshold_uncertainty_score":0.1697331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04643229199295928,"score_gpt":0.2191724852588949,"score_spread":0.1727401932659356,"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."}}