{"id":"W4415938834","doi":"10.29244/jli.v17i2.58799","title":"Gagasan Intervensi Lanskap dalam Meningkatkan Resiliensi terhadap Banjir di Kawasan Cagar Budaya Asia-Afrika, Kota Bandung","year":2025,"lang":"","type":"article","venue":"Jurnal Lanskap Indonesia","topic":"Architectural and Urban Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Flood myth; Riparian zone; Flood control; Relocation; Flood mitigation; Stormwater; Surface runoff; Land use","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":["metaepi_narrow"],"category_scores_codex":[0.000797477,0.001666512,0.002115684,0.000887978,0.003553578,0.000892565,0.001311972,0.000496223,0.001003918],"category_scores_gemma":[0.0001030427,0.001351909,0.00118395,0.0005211851,0.001453959,0.0005993227,0.0009510976,0.002181796,0.0001697864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003478306,"about_ca_system_score_gemma":0.0003504679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006261443,"about_ca_topic_score_gemma":0.003443714,"domain_scores_codex":[0.992173,0.0006925619,0.002277014,0.001627483,0.001099514,0.00213042],"domain_scores_gemma":[0.9963136,0.0005746804,0.0007965594,0.001204758,0.0005874457,0.0005229089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004122098,0.002023373,0.3901061,0.003369204,0.007640624,0.002522348,0.1053053,0.0002474225,0.002918308,0.2561865,0.1796852,0.04587345],"study_design_scores_gemma":[0.004167782,0.001323039,0.2048658,0.003532175,0.00150568,0.0002332757,0.0165401,0.0005867849,0.001610009,0.001779938,0.7612275,0.002627837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7971777,0.01324203,0.0001699257,0.01223127,0.004507039,0.001336841,0.0002233974,0.0004371214,0.1706747],"genre_scores_gemma":[0.9231313,0.0005104,0.00007136785,0.001077648,0.002602019,0.00007806216,0.00009305303,0.0001451709,0.07229091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5815423,"threshold_uncertainty_score":0.9999093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658612910335999,"score_gpt":0.2429671858698075,"score_spread":0.2263810567664475,"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."}}