{"id":"W566530194","doi":"","title":"Potential Contributions of Walking Towards Physical Activity Guidelines of Seniors","year":2014,"lang":"en","type":"article","venue":"Transportation Research Board 93rd Annual MeetingTransportation Research Board","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physical activity; License; Possession (linguistics); Compliance (psychology); Public transport; Order (exchange); Transport engineering; Computer science; Psychology; Physical medicine and rehabilitation; Engineering; Business; Medicine; Social psychology","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"],"consensus_categories":["sts"],"category_scores_codex":[0.01390842,0.0003719308,0.0009306571,0.001055258,0.001367986,0.0001001915,0.001080895,0.0004202162,0.0003123308],"category_scores_gemma":[0.002363227,0.0003723189,0.0005538824,0.003106194,0.00329469,0.001086436,0.00001913045,0.001447768,0.0000197876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001976115,"about_ca_system_score_gemma":0.001400695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06417897,"about_ca_topic_score_gemma":0.02359967,"domain_scores_codex":[0.9866766,0.002773028,0.001480541,0.001007962,0.006411765,0.001650101],"domain_scores_gemma":[0.9836112,0.001537597,0.000505608,0.0006603547,0.01303232,0.0006529801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005665397,0.005853985,0.4433899,0.003041529,0.000687796,0.0001182625,0.1313811,0.003690845,0.1961488,0.1030867,0.005453929,0.1014818],"study_design_scores_gemma":[0.001824937,0.0005933814,0.9160196,0.00037841,0.0001112979,6.339577e-8,0.0153088,0.000596802,0.04906774,0.007103617,0.008476667,0.0005186399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884364,0.00008237194,0.003345718,0.003009349,0.0002283132,0.001417719,0.0009039727,0.0001638242,0.002412311],"genre_scores_gemma":[0.9969087,0.0001786187,0.001373115,0.00001888974,0.0005479736,0.0001437321,0.0002129693,0.00005611106,0.0005598507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4726298,"threshold_uncertainty_score":0.9999321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06849265418615094,"score_gpt":0.4493676267949296,"score_spread":0.3808749726087787,"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."}}