{"id":"W4403239117","doi":"10.29313/bcsurp.v4i3.14734","title":"Identifikasi Faktor-Faktor Penyebab Urban Sprawl di Kecamatan Cileunyi","year":2024,"lang":"en","type":"article","venue":"Bandung Conference Series Urban & Regional Planning","topic":"Economic Growth and Fiscal Policies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Urban sprawl; Engineering; Urban planning; Civil engineering","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004435567,0.0005091128,0.0007656172,0.0004830251,0.000370083,0.001060053,0.0006489675,0.0002853526,0.0005458108],"category_scores_gemma":[0.000106641,0.0005718977,0.0003259035,0.0003564912,0.0003495374,0.001514457,0.00017518,0.000546123,0.001211162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002045413,"about_ca_system_score_gemma":0.0001433594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003067334,"about_ca_topic_score_gemma":0.00003353276,"domain_scores_codex":[0.9969336,0.00003184789,0.001051578,0.001016568,0.0001250956,0.0008413291],"domain_scores_gemma":[0.9985784,0.0001708829,0.0003176755,0.0005437782,0.00006945505,0.000319761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007004909,0.00003731293,0.1316153,0.0001987934,0.0001829836,0.00008275973,0.002926568,0.00002816494,0.0001400023,0.7525659,0.1118046,0.0003474902],"study_design_scores_gemma":[0.0006357361,0.0002027845,0.1059284,0.0005247288,0.00004670013,0.0001346483,0.001357765,0.002345199,0.0002521475,0.03728741,0.8498791,0.001405361],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7472224,0.03559592,0.004687555,0.006963486,0.005516789,0.0007955777,0.001104249,0.001072728,0.1970413],"genre_scores_gemma":[0.9798828,0.0002409546,0.0001596537,0.000428144,0.001263047,0.00005913203,0.0002453482,0.00008333534,0.01763756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7380745,"threshold_uncertainty_score":0.9999769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05677369030582453,"score_gpt":0.2409387477608447,"score_spread":0.1841650574550202,"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."}}