{"id":"W3139192638","doi":"10.26686/aha.v5i0.6760","title":"\"From over-sweet cake to wholemeal bread\": the Home &amp; Building years: New Zealand Architecture in the 1940s","year":2008,"lang":"en","type":"article","venue":"Architectural History Aotearoa","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wonder; Architecture; Flashing; Window (computing); Advertising; Quarter (Canadian coin); Engineering; Visual arts; Architectural engineering; Art; Art history; History; Business; Computer science; Psychology; Archaeology; Materials science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004304578,0.0004971322,0.0004930342,0.0003272604,0.000953301,0.00007730605,0.001230838,0.0001300177,0.001135373],"category_scores_gemma":[0.00007583707,0.0003281203,0.0003379279,0.0001532621,0.001145575,0.0001263941,0.0001520899,0.001276736,0.0002436839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004599709,"about_ca_system_score_gemma":0.0003013253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03387655,"about_ca_topic_score_gemma":0.04805394,"domain_scores_codex":[0.9967026,0.0005757149,0.0005035799,0.0006487634,0.0007636625,0.0008057177],"domain_scores_gemma":[0.9980918,0.0005931176,0.0001676376,0.000852704,0.00003635035,0.0002583866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001917383,0.0000548849,0.0001761914,0.000009569352,0.0000506667,0.00007905487,0.7576481,0.0004874759,0.0004877691,0.001385022,0.2244462,0.01498326],"study_design_scores_gemma":[0.0005735551,0.0001254057,0.01032006,0.00004200987,0.00003491633,0.00007958114,0.0006577824,0.000006059695,0.000006283018,0.01022695,0.9774261,0.000501368],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848235,0.001378871,0.0001265877,0.003534514,0.001607571,0.0007203622,0.00009783232,0.0001837008,0.00752703],"genre_scores_gemma":[0.8809015,0.00002233786,0.0008741406,0.006905017,0.005966898,0.00007266903,0.00007751046,0.0001130529,0.1050668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7569904,"threshold_uncertainty_score":0.9999171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03661618916817485,"score_gpt":0.2301510804946913,"score_spread":0.1935348913265164,"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."}}