{"id":"W7111093652","doi":"10.24815/pesare.v3i3.49721","title":"Advokasi Transportasi Berkelanjutan melalui Pembelajaran Moda di Jepang pada Festival Bunkasai Universitas Syiah Kuala, Banda Aceh","year":2025,"lang":"","type":"article","venue":"Jurnal Pengabdian Sains dan Rekayasa.","topic":"Architectural and Urban Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Infographic; Exhibition; Sustainability; Curiosity; Public transport; Pedestrian; Service (business); Relevance (law)","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":[0.0005417924,0.0005107029,0.0002805871,0.0004034098,0.004692514,0.003112014,0.0005193492,0.0006215421,0.01843687],"category_scores_gemma":[0.0003891019,0.000212901,0.0002571351,0.0003865164,0.0009587466,0.001638316,0.002776769,0.001224396,0.002462044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110648,"about_ca_system_score_gemma":0.002193731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004158646,"about_ca_topic_score_gemma":0.01528932,"domain_scores_codex":[0.9998091,0.00004127718,0.000006438819,0.00002786778,0.00003863008,0.00007674117],"domain_scores_gemma":[0.9998367,0.00003267904,0.00001385751,0.00001058138,0.00003735311,0.00006887929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008030951,0.001786003,0.02823863,0.00286731,0.00007857541,0.007082327,0.1325643,0.00141009,0.02478622,0.07866937,0.141612,0.5801021],"study_design_scores_gemma":[0.00001838315,0.0002731182,0.03568867,0.0004642405,0.00003438069,0.001144668,0.07959807,0.0004193962,0.004421784,0.002867057,0.8750213,0.00004897221],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6454461,0.007862194,0.003866633,0.007730607,0.001532576,0.000225209,0.0004639296,0.0002480579,0.3326247],"genre_scores_gemma":[0.7502566,0.005478289,0.00555803,0.0005078884,0.0002107554,0.0001483309,0.0003260147,0.0001249169,0.2373892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01843687,"threshold_uncertainty_score":0.06167752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01484790366063731,"score_gpt":0.2302216593694678,"score_spread":0.2153737557088304,"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."}}