{"id":"W4408249283","doi":"10.33612/diss.1241354787","title":"Keeping the balance","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Active ageing; Population ageing; Balance (ability); Older people; Pedometer; Quarter (Canadian coin); Psychology; Population; Geography; Medicine; Physical activity; Physical medicine and rehabilitation; Environmental health","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":[0.003183013,0.0008439264,0.0007823816,0.00111825,0.007037616,0.01298569,0.001366862,0.003282415,0.03122596],"category_scores_gemma":[0.009507943,0.0003511821,0.0007018888,0.0008171838,0.008735114,0.01307614,0.009013935,0.006049712,0.01645238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003291463,"about_ca_system_score_gemma":0.006856553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006057732,"about_ca_topic_score_gemma":0.007721551,"domain_scores_codex":[0.9962389,0.001347687,0.0001473601,0.000664751,0.001021239,0.0005800343],"domain_scores_gemma":[0.9962258,0.0006959543,0.0002773452,0.0004470026,0.001083392,0.001270498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001094665,0.0002365581,0.004447875,0.0008213512,0.0001047364,0.0005272623,0.09165114,0.0003784026,0.002221803,0.226283,0.3974563,0.2757621],"study_design_scores_gemma":[0.000008434325,0.00004610361,0.001579346,0.0004802941,0.00001605289,0.0001782733,0.01696076,0.00006081025,0.0001722176,0.03207652,0.948404,0.00001717556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03508518,0.0214998,0.01758095,0.2477815,0.01729477,0.0002330165,0.0004231654,0.00060938,0.6594923],"genre_scores_gemma":[0.4233778,0.02887358,0.01433585,0.09323464,0.007239419,0.0004762113,0.0009090294,0.000977747,0.4305758],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03122596,"threshold_uncertainty_score":0.1044612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01937928220702643,"score_gpt":0.3311795941492816,"score_spread":0.3118003119422552,"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."}}