{"id":"W1993402950","doi":"10.3992/jgb.5.2.32","title":"Solar Architecture and Energy Engineering","year":2010,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Department of Health and Wellness; Powertech Labs (Canada)","funders":"","keywords":"Architecture; Architectural engineering; Solar energy; Engineering; Systems engineering; Civil engineering; Computer science; Electrical engineering; Geography","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":[0.0002115844,0.0002645108,0.0001320437,0.0007427874,0.0008832988,0.002995834,0.0002446435,0.0006956642,0.01606447],"category_scores_gemma":[0.0003284083,0.0001043109,0.0001397461,0.0008430796,0.001704382,0.0008403695,0.001154445,0.0007663505,0.001455736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001282158,"about_ca_system_score_gemma":0.0007996389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00435517,"about_ca_topic_score_gemma":0.007667548,"domain_scores_codex":[0.9998096,0.00005354657,0.000008885109,0.00002704411,0.00007612949,0.00002471301],"domain_scores_gemma":[0.9998615,0.00003641767,0.00001719757,0.00001632812,0.00004594738,0.00002267898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001491804,0.00006755689,0.002679678,0.0001643593,0.00001220211,0.0002412543,0.0006111551,0.005756732,0.002136959,0.8561864,0.01363656,0.1184922],"study_design_scores_gemma":[0.000006283041,0.0000521153,0.004360278,0.0002064788,0.000007745154,0.0004683149,0.001363074,0.003095729,0.001890182,0.2702842,0.7182488,0.00001672132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03814225,0.03122024,0.009834784,0.0101221,0.0006742888,0.00002467081,0.00009605577,0.0001023785,0.9097832],"genre_scores_gemma":[0.7838731,0.01632194,0.003558496,0.0009738869,0.0003476901,0.00001832304,0.00007925958,0.00003783072,0.1947895],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01606447,"threshold_uncertainty_score":0.05374098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002411538963401967,"score_gpt":0.1652283639702035,"score_spread":0.1628168250068016,"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."}}