{"id":"W4389290533","doi":"10.14710/jpk.11.1.15-25","title":"MODEL POTENSI PENDUDUK KOTA METROPOLITAN SEMARANG","year":2023,"lang":"id","type":"article","venue":"Jurnal Pengembangan Kota","topic":"Public Administration in Developing Nations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Geography; 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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003457215,0.0005135283,0.0006175752,0.0009143445,0.002360224,0.0008747469,0.001444521,0.0005171107,0.0009264072],"category_scores_gemma":[0.003433825,0.0005673934,0.0003866523,0.004188486,0.0006829645,0.001078969,0.0003838832,0.0009974116,0.004072527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001379304,"about_ca_system_score_gemma":0.002945711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005521658,"about_ca_topic_score_gemma":0.001406427,"domain_scores_codex":[0.9937773,0.0007617936,0.001025896,0.0008937104,0.002038336,0.001502952],"domain_scores_gemma":[0.9962594,0.0007796697,0.0005330835,0.0007568384,0.0008733819,0.0007976534],"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":[0.00005750825,0.0002593962,0.001360498,0.000111404,0.0003531603,0.0002225263,0.01149977,0.0003920474,0.0009491935,0.3151843,0.6682898,0.00132044],"study_design_scores_gemma":[0.003512739,0.0006293888,0.06311365,0.0006052142,0.0007179853,0.0001638492,0.08751836,0.09406535,0.0006857698,0.04923696,0.695006,0.004744803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2996683,0.0006660349,0.001420607,0.1198175,0.005892538,0.001398071,0.0004635557,0.001609276,0.5690641],"genre_scores_gemma":[0.8356947,0.0005489771,0.0007897315,0.0007485187,0.00143795,0.00004163218,0.0001125851,0.00009111471,0.1605348],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5360264,"threshold_uncertainty_score":0.9999869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07607213075362441,"score_gpt":0.3525931678827201,"score_spread":0.2765210371290957,"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."}}