{"id":"W2315278847","doi":"10.3130/aija.73.1665","title":"A STUDY ON BEHAVIORS ALONG WATERSIDE USING GPS","year":2008,"lang":"en","type":"article","venue":"Journal of Architecture and Planning (Transactions of AIJ)","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Global Positioning System; Quarter (Canadian coin); Deck; Environmental science; Geography; Physical geography; Computer science; Geology; Oceanography; Telecommunications; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002867018,0.0001779737,0.0001584275,0.001374692,0.0005711428,0.0003811504,0.0002104165,0.0001849504,0.0009793022],"category_scores_gemma":[0.0009590833,0.0001093894,0.0001991647,0.002320424,0.0002863663,0.0006064926,0.0003406219,0.0001362109,0.0001317103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005392007,"about_ca_system_score_gemma":0.000415589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04227567,"about_ca_topic_score_gemma":0.0669607,"domain_scores_codex":[0.9997396,0.00007690522,0.00003113122,0.00005005908,0.00006073483,0.00004151516],"domain_scores_gemma":[0.999534,0.000106226,0.0001322879,0.00003145964,0.0001464557,0.0000496281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003848561,0.0000289137,0.9454833,0.0001757402,0.0000299436,0.0007305065,0.02655373,0.0001278303,0.003066456,0.0001642766,0.0003106921,0.02328992],"study_design_scores_gemma":[0.000001037861,0.0001209491,0.9708583,0.00002773513,0.00003757139,0.0004752617,0.02498123,0.0002422838,0.0005221637,0.00002619371,0.002696638,0.00001070605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984372,0.0001878377,0.0002055458,0.00003016792,0.000003788499,0.000007924887,0.0001065284,0.00000282974,0.001018086],"genre_scores_gemma":[0.9982404,0.0006647117,0.0002718666,0.00002370146,0.000007707297,0.000007336982,0.0001540556,0.00000173207,0.0006285884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04227567,"threshold_uncertainty_score":0.08405918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04986360151895296,"score_gpt":0.3308939169791184,"score_spread":0.2810303154601654,"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."}}