{"id":"W4395093212","doi":"10.29313/bcsurp.v4i1.10368","title":"Upaya Penanganan Permukiman Kumuh","year":2024,"lang":"en","type":"article","venue":"Bandung Conference Series Urban & Regional Planning","topic":"Architectural and Urban Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001022898,0.0003260883,0.0003002443,0.0001489646,0.000814977,0.0006179029,0.0002494953,0.000055201,0.001547663],"category_scores_gemma":[0.00001587247,0.0002405665,0.0001525253,0.00007126113,0.00059441,0.0005816852,0.0001118211,0.0003369663,0.000193953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003719982,"about_ca_system_score_gemma":0.00009019886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001307704,"about_ca_topic_score_gemma":0.0001753517,"domain_scores_codex":[0.9984804,0.00003789512,0.000278278,0.0004424051,0.0003115837,0.0004494278],"domain_scores_gemma":[0.9994271,0.0001179495,0.00005568925,0.0001782497,0.0001146675,0.0001062921],"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":[0.00007736705,0.00001589259,0.001179303,0.0001422064,0.0001633388,0.0001805553,0.07578613,0.00001021336,0.000201292,0.7735303,0.1438471,0.004866285],"study_design_scores_gemma":[0.0001262888,0.0001456693,0.002147193,0.0005160127,0.00005196071,0.00007266307,0.009080583,0.0002110458,0.00005898066,0.006420958,0.980722,0.0004466295],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3432531,0.03281817,0.0004110762,0.02263658,0.004581344,0.0007547571,0.0003077628,0.002427107,0.59281],"genre_scores_gemma":[0.9108955,0.00008889494,0.00006350261,0.0002325132,0.001552604,0.00002934404,0.00007035962,0.00003343369,0.08703379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8368749,"threshold_uncertainty_score":0.999365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07703448805751732,"score_gpt":0.2576835263732358,"score_spread":0.1806490383157184,"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."}}