{"id":"W4323305144","doi":"10.5539/ach.v15n1p64","title":"Adaptive Reuse of Vernacular Architecture for Conservation in Indonesia: Case Study of South Nias Village, Bawömataluo Conservation Project","year":2023,"lang":"en","type":"article","venue":"Asian Culture and History","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architecture; Poverty; Space (punctuation); Vernacular; Living space; Geography; Vernacular architecture; Socioeconomics; Low income housing; Economic growth; Business; Agricultural economics; Economy; Archaeology; Sociology; Apartment; Civil engineering; Engineering; Economics; Theology","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":[0.0001515155,0.0001583379,0.000292302,0.0001837421,0.0001504443,0.0000130801,0.0001136942,0.00007227532,0.0000162807],"category_scores_gemma":[0.00004521575,0.0001162275,0.00006187319,0.0001065551,0.000233044,0.0001343391,0.00003935683,0.0001317877,0.000001172647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003839297,"about_ca_system_score_gemma":0.00006358571,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003461298,"about_ca_topic_score_gemma":0.02300391,"domain_scores_codex":[0.9990731,0.00007864738,0.0003333862,0.0002255072,0.0001511754,0.0001381423],"domain_scores_gemma":[0.9993574,0.00004742437,0.000230892,0.0001819858,0.0001558455,0.0000264424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002047046,0.000125967,0.002297601,0.0002057014,0.00009505378,0.0001453761,0.9737786,0.0000183412,0.000438984,0.00463981,0.01668872,0.001361156],"study_design_scores_gemma":[0.002595464,0.00197355,0.006390348,0.0002088081,0.0002016274,0.000108639,0.7314425,0.0001257603,0.0001211786,0.001157103,0.2552314,0.0004437269],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951962,0.0005566102,0.000009561127,0.0002243907,0.0001089186,0.0009296328,0.00007365907,0.00004278224,0.002858233],"genre_scores_gemma":[0.9982098,0.00001079892,0.0001050473,0.0002032988,0.00008474802,0.00008781256,0.0000461266,0.00001296498,0.001239369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2423361,"threshold_uncertainty_score":0.9948237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06255884449946929,"score_gpt":0.2582795921835678,"score_spread":0.1957207476840985,"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."}}