{"id":"W4412608584","doi":"10.22487/ruang.v18i1.159","title":"Pengaruh Morfologi Blok Perkotaan Terhadap Konsumsi Energi Bangunan Komersial, Studi Kasus: Kota Palu, Indonesia","year":2024,"lang":"en","type":"article","venue":"RUANG JURNAL ARSITEKTUR","topic":"Architectural and Urban Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Medicine","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003040758,0.0004898787,0.0005073397,0.0002975283,0.001174288,0.0004940439,0.0004093027,0.00007786093,0.001412782],"category_scores_gemma":[0.00003875245,0.0003444581,0.0003786861,0.0001549774,0.000463917,0.0003212265,0.0003171825,0.0006246749,0.0003040541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001120972,"about_ca_system_score_gemma":0.00006859559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002178009,"about_ca_topic_score_gemma":0.0005133648,"domain_scores_codex":[0.9976193,0.00015097,0.0004499201,0.0005894377,0.0004798358,0.00071048],"domain_scores_gemma":[0.9989687,0.0003284075,0.00009946077,0.0002964819,0.0001260101,0.0001808971],"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":[0.0005126958,0.0005429793,0.01708567,0.0007940822,0.003332263,0.002373818,0.1866165,0.0001049294,0.003384568,0.3814948,0.3537866,0.04997101],"study_design_scores_gemma":[0.0005986246,0.0003553281,0.01605616,0.0003179672,0.0004063547,0.0001582506,0.008739625,0.0001677907,0.0002153008,0.00200244,0.9700604,0.0009217294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9367989,0.01750571,0.00001684815,0.004749438,0.002323381,0.0002999441,0.00007499842,0.0004747691,0.03775604],"genre_scores_gemma":[0.9712614,0.000424273,0.00005671472,0.0007764038,0.002582949,0.00003379901,0.00003687989,0.00004749741,0.02478008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6162738,"threshold_uncertainty_score":0.9999008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02887916761473072,"score_gpt":0.23045791802387,"score_spread":0.2015787504091393,"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."}}