{"id":"W2737814078","doi":"","title":"Proposition of Housing Construction with Solar Envelope Method in Renewal Area After Disaster","year":2016,"lang":"en","type":"article","venue":"Journal of Solar Energy Research","topic":"Architectural and Urban Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Envelope (radar); Architectural engineering; Natural disaster; Building envelope; Geography; Meteorology; Engineering; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007620148,0.00009619303,0.000237076,0.0003560797,0.0001570379,0.00004583912,0.0001047724,0.00003432898,0.0002200135],"category_scores_gemma":[0.0000355284,0.00004629345,0.00006359231,0.00008167417,0.0004747848,0.0002955566,0.00006885147,0.0002092451,0.000001600008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006733005,"about_ca_system_score_gemma":0.00008112016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002029594,"about_ca_topic_score_gemma":0.001846737,"domain_scores_codex":[0.9985363,0.0002719242,0.0003396753,0.0001141897,0.0004963158,0.0002415536],"domain_scores_gemma":[0.9990148,0.0001596653,0.0001582434,0.00008764034,0.0005269251,0.00005275087],"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":[0.01647961,0.0008147029,0.09073915,0.0004371415,0.001235258,0.0006672339,0.1020859,0.0001483809,0.08002037,0.05766616,0.00231622,0.6473899],"study_design_scores_gemma":[0.0205371,0.01993527,0.05424789,0.01713889,0.0005123491,0.002659861,0.08857692,0.0003350933,0.3021829,0.1855463,0.3052235,0.003103959],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842992,0.0004632949,0.007340167,0.001798609,0.0001603976,0.00008193942,0.00001131553,0.000007061753,0.005838044],"genre_scores_gemma":[0.9957576,0.0001317417,0.002652669,0.00001654328,0.0003514721,0.000005264782,4.88314e-7,0.00001222656,0.001072039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6442859,"threshold_uncertainty_score":0.2408993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05349389863513113,"score_gpt":0.2921912637526513,"score_spread":0.2386973651175202,"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."}}