{"id":"W7118159353","doi":"10.21460/atrium.v11i3.404","title":"Sous Rature dalam Arsitektur Vernakular","year":2025,"lang":"","type":"article","venue":"ATRIUM - Jurnal Arsitektur","topic":"Architectural and Urban Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Vernacular; Vernacular architecture; Meaning (existential); Architecture; Representation (politics); The Symbolic","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004100369,0.001274844,0.001369804,0.0006401811,0.003704327,0.001015779,0.001179784,0.0004473369,0.001871841],"category_scores_gemma":[0.0001110035,0.001047431,0.001236245,0.0005932535,0.001024991,0.0005788123,0.001086106,0.002160504,0.0006997518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002549967,"about_ca_system_score_gemma":0.0003055957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002387169,"about_ca_topic_score_gemma":0.0002782338,"domain_scores_codex":[0.9946314,0.0002931416,0.001264039,0.00126582,0.000922606,0.001623013],"domain_scores_gemma":[0.9972302,0.0003658651,0.0005555293,0.0008803981,0.0005899526,0.0003779998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002203333,0.0009800424,0.01438631,0.001514959,0.006238949,0.001376173,0.05059739,0.0003514893,0.002748052,0.2889709,0.5946967,0.03593571],"study_design_scores_gemma":[0.001838252,0.0004060754,0.01232181,0.0006639814,0.001300778,0.00008635363,0.003279634,0.0001833742,0.0004734275,0.007032716,0.9711617,0.001251938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4997997,0.1389639,0.0002389927,0.0255871,0.01474027,0.001492101,0.0005997089,0.0005498758,0.3180283],"genre_scores_gemma":[0.7740279,0.002866619,0.0000950228,0.002796263,0.003986458,0.00001912041,0.00006005081,0.00007219391,0.2160763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.376465,"threshold_uncertainty_score":0.9997269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01020729326907012,"score_gpt":0.220355578619599,"score_spread":0.2101482853505289,"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."}}