{"id":"W7083198051","doi":"10.5683/sp3/gcg7zu","title":"Understanding Physical Activity Facilitated by a Single Session of Robotic Walking for Children and Small Adults Living With Severe Mobility Impairments","year":2025,"lang":"en","type":"dataset","venue":"Borealis","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Session (web analytics); Physical activity; Activities of daily living; Motor activity; Activity monitor; Human–robot interaction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005615492,0.001478798,0.0009700371,0.001904221,0.0004615863,0.0008359211,0.001764518,0.001515016,0.02203466],"category_scores_gemma":[0.003610731,0.0003269934,0.001240626,0.002740233,0.0002120537,0.0005033701,0.001227465,0.0009389843,0.01924168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009495563,"about_ca_system_score_gemma":0.001599508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06346789,"about_ca_topic_score_gemma":0.1581996,"domain_scores_codex":[0.9995037,0.0000814128,0.00006645378,0.0001476485,0.0001113541,0.00008929381],"domain_scores_gemma":[0.9987815,0.0003654517,0.0001580245,0.0001823579,0.0003397183,0.0001730362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004282561,0.0001274757,0.01104806,0.001748641,0.0001516843,0.00006739282,0.0001074282,0.0007572689,0.0002809113,0.0002961768,0.9734887,0.01149795],"study_design_scores_gemma":[0.0008320215,0.0001951303,0.1872557,0.001405181,0.0003609856,0.0003055978,0.0008367569,0.002493898,0.001095554,0.001864114,0.8031937,0.0001613493],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001139562,0.00009273651,0.00005845869,0.00006709113,0.0000187011,0.00001677478,0.9978207,0.0001300097,0.0006559634],"genre_scores_gemma":[0.002009502,0.00007759204,0.0002500415,0.00004671754,0.00000578871,0.0001138728,0.9968711,0.00001559429,0.0006098275],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06346789,"threshold_uncertainty_score":0.1261969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02425476052095374,"score_gpt":0.2391626092338793,"score_spread":0.2149078487129255,"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."}}