{"id":"W4361185905","doi":"10.30659/jkr.v3i1.22909","title":"Studi Literatur: Strategi Penanganan Permukiman Kumuh di Perkotaan","year":2023,"lang":"id","type":"article","venue":"Jurnal Kajian Ruang","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Political science; Physics; Business administration; Business; Art","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007108164,0.0006023241,0.0004654317,0.0003097389,0.0008360865,0.0008716028,0.0008147682,0.0001652802,0.003567554],"category_scores_gemma":[0.00003464905,0.0005611242,0.0002932097,0.001625847,0.0002515938,0.000731811,0.001456482,0.0005930646,0.01713092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004511475,"about_ca_system_score_gemma":0.00007464087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002150418,"about_ca_topic_score_gemma":0.0004146031,"domain_scores_codex":[0.9956631,0.0001484887,0.0006821907,0.0009748577,0.001197834,0.001333496],"domain_scores_gemma":[0.9985647,0.00006939553,0.0002295812,0.0005834076,0.0000290785,0.0005238924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003803427,0.001488912,0.3862869,0.0009043305,0.001021074,0.006534879,0.03333835,0.0006359032,0.03135665,0.006425522,0.2893308,0.2422964],"study_design_scores_gemma":[0.0007840811,0.0002515537,0.8328265,0.00023503,0.00009173714,0.0000259904,0.003632833,0.000752204,0.0002670793,0.0003828746,0.1598902,0.0008599409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8859465,0.0005042343,0.0000342143,0.003303509,0.001524143,0.0007136263,0.00005018974,0.0002537354,0.1076698],"genre_scores_gemma":[0.8875461,0.0005447966,0.00009670716,0.0004198684,0.0003904198,0.00003154028,0.00007237088,0.00006933414,0.1108289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4465396,"threshold_uncertainty_score":0.999684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01730204346770361,"score_gpt":0.2431855985990322,"score_spread":0.2258835551313286,"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."}}