{"id":"W4403520507","doi":"10.30998/jd.v11i2.17695","title":"Skema Perancangan Wayfinding – Signage bagi Desain Komunikasi Visual","year":2024,"lang":"id","type":"article","venue":"Jurnal Desain","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Signage; Visual communication; Context (archaeology); Computer science; Scheme (mathematics); Field (mathematics); Human–computer interaction; Process (computing); Communication design; Adaptation (eye); Information design; Multimedia; Psychology; Visual arts","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":["insufficient_payload"],"category_scores_codex":[0.0008068382,0.0004772954,0.0003902589,0.0005151792,0.0002972533,0.0007028009,0.0002285242,0.0003292786,0.001453718],"category_scores_gemma":[0.0001330173,0.0005166784,0.0003194229,0.0009358809,0.00007153441,0.000499364,0.00006650508,0.001055924,0.002351555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005480468,"about_ca_system_score_gemma":0.0001343836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001041086,"about_ca_topic_score_gemma":0.00006321277,"domain_scores_codex":[0.9974337,0.0002252726,0.0006356817,0.0004713285,0.0005530224,0.0006810604],"domain_scores_gemma":[0.9989729,0.0003168763,0.00007040827,0.0002130566,0.00009920839,0.0003275676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000140963,0.0002092661,0.0006753174,0.001952367,0.0006321567,0.001792984,0.005071894,0.001788369,0.2278348,0.008457803,0.008995032,0.742449],"study_design_scores_gemma":[0.002238504,0.0007577408,0.008090759,0.005961617,0.0006220893,0.0004504223,0.00131901,0.4617053,0.07867398,0.002283748,0.4354577,0.002439084],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970907,0.005415871,0.006506918,0.0007238484,0.002923967,0.0004735067,0.00007340595,0.0008206173,0.01215486],"genre_scores_gemma":[0.9928685,0.0004237261,0.001624118,0.0002345227,0.00148206,0.00003189844,0.0001316196,0.0001742709,0.003029254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7400099,"threshold_uncertainty_score":0.9997285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01168414138748953,"score_gpt":0.260552674906378,"score_spread":0.2488685335188885,"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."}}