{"id":"W4412467600","doi":"10.22487/peweka.v2i1.9","title":"Konsep Penataan Kawasan Permukiman Kumuh Berbasis Eco-Settlements di Kelurahan Ujuna Kota Palu","year":2023,"lang":"id","type":"article","venue":"Jurnal PeWeKa Tadulako","topic":"Architectural and Urban Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Human settlement; Archaeology; Geography","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":[0.000569596,0.001160855,0.001179438,0.0006690927,0.003926563,0.0009394627,0.001041913,0.0002223896,0.005731891],"category_scores_gemma":[0.0001289941,0.0009507094,0.0009243747,0.0004803934,0.0009595457,0.0005540074,0.001133595,0.00111895,0.006766507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002667416,"about_ca_system_score_gemma":0.0001977332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009118725,"about_ca_topic_score_gemma":0.003152969,"domain_scores_codex":[0.9938295,0.0003118909,0.001340564,0.001208088,0.001307408,0.002002544],"domain_scores_gemma":[0.9972991,0.0003182072,0.0005700426,0.0008671292,0.0003633575,0.0005822154],"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":[0.0005767173,0.0007636973,0.04613171,0.001148634,0.00297582,0.001210096,0.07495627,0.0000585315,0.0005767647,0.0266275,0.8110311,0.03394314],"study_design_scores_gemma":[0.00160751,0.0006394767,0.1043838,0.0004716442,0.0004942088,0.00006162895,0.008582286,0.000266843,0.000152855,0.002323274,0.8795369,0.001479556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8590437,0.003210342,0.000004887969,0.014076,0.004157951,0.0009284778,0.001767051,0.0006217347,0.1161899],"genre_scores_gemma":[0.8048753,0.001756258,0.00002192558,0.0008043417,0.004020703,0.0000887508,0.0004067657,0.0001601375,0.1878659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07167595,"threshold_uncertainty_score":0.9992943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03589372292193202,"score_gpt":0.2561977490270131,"score_spread":0.2203040261050811,"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."}}