{"id":"W6988092205","doi":"","title":"What we're hearing: Forum examines emerging trend in green construction: net zero energy home construction","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Energy consumption; Net (polyhedron); Energy (signal processing); Sustainability; Zero (linguistics); Renewable energy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006766438,0.0002030495,0.0002362123,0.0002951814,0.0001153329,0.0000653327,0.0001077444,0.0001017795,0.0001842402],"category_scores_gemma":[0.000005238129,0.00022386,0.00005295656,0.0003855236,0.0000980651,0.000535188,0.00003757692,0.0001536992,0.000003709421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001622341,"about_ca_system_score_gemma":0.00003518681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005710387,"about_ca_topic_score_gemma":0.00008569167,"domain_scores_codex":[0.9988557,0.00003099711,0.0002738452,0.0002362614,0.0001851596,0.0004180228],"domain_scores_gemma":[0.9996241,0.0000417896,0.00003803928,0.0001976113,0.00002596037,0.00007254381],"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":[0.00009082774,0.0001395376,0.05385887,0.0004809556,0.0002808042,0.0007732399,0.003185748,0.04101542,0.04843733,0.06470943,0.0299734,0.7570544],"study_design_scores_gemma":[0.01079787,0.0005921658,0.0139168,0.001639487,0.0001518189,0.004963704,0.06724574,0.2321171,0.06101458,0.1734283,0.4291102,0.005022222],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620459,0.001636983,0.02067759,0.001804331,0.003480437,0.0002287198,0.000005937874,0.0007841569,0.00933592],"genre_scores_gemma":[0.992796,0.001201449,0.005108827,0.00004199582,0.0001742813,0.00003298673,0.00001295626,0.00003834222,0.0005931665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7520322,"threshold_uncertainty_score":0.9128746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722161961431123,"score_gpt":0.2238658956014929,"score_spread":0.2066442759871817,"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."}}