{"id":"W4415464350","doi":"10.35793/matrasain.v22i1.62232","title":"Prioritas Peruntukan Ruang Terbuka Hijau Berdasarkan Distribusi Suhu Permukaan di Kota Palu","year":2025,"lang":"","type":"article","venue":"Media Matrasain","topic":"Architectural and Urban Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Hydrology (agriculture); Population; Grading (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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007973679,0.0005398713,0.000405305,0.0007298092,0.002152936,0.003699496,0.0007195402,0.0008654692,0.02996866],"category_scores_gemma":[0.0008557107,0.0003606377,0.0004164048,0.001292163,0.001242655,0.002366187,0.002638121,0.001224367,0.004945639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001858497,"about_ca_system_score_gemma":0.00364337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01217158,"about_ca_topic_score_gemma":0.04687357,"domain_scores_codex":[0.9993159,0.0001359047,0.00002810019,0.0001619641,0.000197351,0.000160801],"domain_scores_gemma":[0.9994969,0.00008556098,0.00008954494,0.00006456954,0.0001692974,0.00009394956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009261288,0.0006757067,0.1514034,0.005181521,0.0003088088,0.006928203,0.02881044,0.00138674,0.1139599,0.0820439,0.04405442,0.5643209],"study_design_scores_gemma":[0.00003233113,0.000336796,0.1062462,0.0007983494,0.0001221191,0.001350758,0.02100345,0.0003772774,0.01285256,0.005201022,0.8516025,0.00007663343],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5401947,0.0227945,0.01692841,0.0104728,0.0007609673,0.0004703611,0.003694115,0.0005429307,0.4041412],"genre_scores_gemma":[0.7249691,0.0164999,0.01624338,0.001466122,0.0001357859,0.0002893751,0.0021976,0.0001962645,0.2380024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02996866,"threshold_uncertainty_score":0.1002551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512465469366622,"score_gpt":0.2305788551752864,"score_spread":0.2154542004816201,"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."}}