{"id":"W53190807","doi":"","title":"Experiences with GPS Travel Diaries in Rural Older Driver Research","year":2011,"lang":"en","type":"article","venue":"Transportation Research Board 90th Annual MeetingTransportation Research Board","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Global Positioning System; Snowball sampling; TRIPS architecture; Data collection; Sample (material); Geography; Geographic information system; Population; Transport engineering; Unit (ring theory); Assisted GPS; Business; Computer science; Psychology; Engineering; Medicine; Telecommunications; Environmental health; Cartography; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.01915027,0.000734818,0.001102639,0.003793248,0.004766984,0.0001353856,0.001609103,0.0007473921,0.003478516],"category_scores_gemma":[0.001639652,0.0006342487,0.0002110101,0.00587136,0.004664944,0.00172848,0.00007868373,0.007808075,0.0007149706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007148528,"about_ca_system_score_gemma":0.002460443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06759517,"about_ca_topic_score_gemma":0.2789745,"domain_scores_codex":[0.974802,0.007103278,0.002330628,0.001885022,0.008495509,0.005383573],"domain_scores_gemma":[0.9821651,0.005391805,0.000326501,0.001142491,0.009668952,0.001305148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001272549,0.0004690403,0.5583943,0.0005974669,0.00007624246,0.0003126576,0.430682,0.00001285932,0.0002704252,0.00246282,0.004768569,0.0006810109],"study_design_scores_gemma":[0.00203525,0.0007020041,0.5672193,0.001037883,0.000014214,3.101817e-7,0.4258817,0.00002256974,0.000582742,0.0006945586,0.001402328,0.0004071927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816243,0.0002968909,0.0002361213,0.001872076,0.0003536275,0.005455327,0.0002135917,0.0003081123,0.009639972],"genre_scores_gemma":[0.986149,0.0005286559,0.001578784,0.0001233133,0.0003223621,0.006877283,0.0002064298,0.0002022622,0.004011916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2113793,"threshold_uncertainty_score":0.9996109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1378728423205117,"score_gpt":0.457017389222927,"score_spread":0.3191445469024152,"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."}}