{"id":"W4237087257","doi":"10.31227/osf.io/z7d5n","title":"PERSEPSI DAN PREFERENSI PENGUNJUNG UNTUK ARAHAN PENATAAN TAMAN ABHIRAMA","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Architectural and Urban Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Signage; Quadrant (abdomen); Pedestrian; Geography; Transport engineering; Perception; Toilet; Cartography; Business; Advertising; Engineering; Psychology; Environmental 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":[0.0002899711,0.0005412272,0.0003195659,0.0005853843,0.001677156,0.00120596,0.0003622494,0.0002960307,0.01644441],"category_scores_gemma":[0.0002934498,0.0002179304,0.0003085327,0.0009810864,0.000472467,0.0008778438,0.0006332953,0.0005732685,0.001442199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006307638,"about_ca_system_score_gemma":0.001422031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003821738,"about_ca_topic_score_gemma":0.0197557,"domain_scores_codex":[0.999827,0.00002679923,0.00001419655,0.00003204984,0.0000475683,0.00005253093],"domain_scores_gemma":[0.9998368,0.00004302348,0.00002593298,0.00001043059,0.00004982569,0.00003396203],"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":[0.0008478563,0.0007806392,0.1272238,0.002364034,0.0001123765,0.008718934,0.01789682,0.0008721276,0.043433,0.01931043,0.01444739,0.7639927],"study_design_scores_gemma":[0.0001077533,0.001061297,0.4303341,0.0009941789,0.0002779599,0.008756983,0.07641353,0.001825777,0.01496651,0.005954732,0.4591202,0.0001870527],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8877511,0.004052074,0.002075474,0.001461543,0.0002682195,0.0001377587,0.0006109834,0.0001275266,0.1035154],"genre_scores_gemma":[0.9538679,0.003542163,0.006147094,0.0003197924,0.00006506742,0.00008965117,0.0006526471,0.00003849882,0.03527724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01644441,"threshold_uncertainty_score":0.05501205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06272048904639352,"score_gpt":0.237588347771961,"score_spread":0.1748678587255675,"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."}}