{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005717405,0.001137136,0.001316683,0.0004026747,0.002909689,0.0007864352,0.0009444991,0.0002684217,0.003911379],"category_scores_gemma":[0.0003274022,0.0009294965,0.000649093,0.0003424179,0.001740472,0.0003328298,0.0009492174,0.001007247,0.0004498696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003462831,"about_ca_system_score_gemma":0.0002644191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00106291,"about_ca_topic_score_gemma":0.004260795,"domain_scores_codex":[0.994786,0.0003301407,0.001253699,0.001179169,0.0007831424,0.001667901],"domain_scores_gemma":[0.9973162,0.0008440309,0.0002984969,0.0008843133,0.0002870218,0.0003698705],"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":[0.0005138568,0.001165685,0.06957983,0.002703465,0.002334084,0.0003758913,0.2619037,0.00001744871,0.0004764925,0.3145734,0.2190173,0.1273388],"study_design_scores_gemma":[0.001674807,0.0002834063,0.09139685,0.000985546,0.0007562845,0.00001428045,0.02450184,0.0002155688,0.0001832969,0.009380919,0.8690391,0.001568148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8100868,0.03745764,0.0002010169,0.02612134,0.01036545,0.001760275,0.002155634,0.0004858223,0.111366],"genre_scores_gemma":[0.9499233,0.001423361,0.00008733365,0.0008110948,0.003155123,0.0001133656,0.0002711671,0.00008483641,0.04413045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6500218,"threshold_uncertainty_score":0.9993156,"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."}}