{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001349204,0.0006798058,0.0008085709,0.0001811998,0.0006033261,0.0004877885,0.0006239474,0.0001810612,0.007465502],"category_scores_gemma":[0.0000235382,0.0004710903,0.0004025047,0.00002146352,0.0004099415,0.0001196885,0.001915167,0.001026038,0.001022167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008465055,"about_ca_system_score_gemma":0.00008080358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001855904,"about_ca_topic_score_gemma":0.005280341,"domain_scores_codex":[0.9976246,0.00008233815,0.0004737106,0.0008485066,0.0004000709,0.0005707779],"domain_scores_gemma":[0.9985188,0.00009387413,0.0002330327,0.0008135141,0.0002181224,0.0001226878],"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":[0.0001333252,0.0002051407,0.002062601,0.001374642,0.001259684,0.0000397408,0.1687883,0.0001942615,0.00004781275,0.5452251,0.27216,0.00850936],"study_design_scores_gemma":[0.0005692415,0.0002201572,0.003622503,0.0003011782,0.0002726833,0.000007741661,0.03045132,0.0003160169,0.00008206604,0.01153012,0.9510029,0.001624066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2493388,0.001037552,0.00002148958,0.00149008,0.002599075,0.0007861799,0.0001296991,0.0004144199,0.7441826],"genre_scores_gemma":[0.8105562,0.0001210791,0.00008845566,0.00050977,0.001682978,0.000050419,0.0002155197,0.00006113262,0.1867144],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6788429,"threshold_uncertainty_score":0.9997741,"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."}}