{"id":"W7034879835","doi":"","title":"Wearable sensing and feedback with applications in health and lifestyle","year":2017,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"African Education and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Wearable computer; Wearable technology; mHealth; Noise (video)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008613369,0.0002885249,0.0004096732,0.0002163713,0.003212252,0.0002095342,0.0002335249,0.0003193223,0.00003797407],"category_scores_gemma":[0.0004308577,0.0002989487,0.00003887746,0.000259937,0.0002582974,0.0003877253,0.00002754011,0.0006567668,0.00002613416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004011079,"about_ca_system_score_gemma":0.0005265736,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01343732,"about_ca_topic_score_gemma":0.05923908,"domain_scores_codex":[0.9978215,0.0003258103,0.000371922,0.0005488831,0.0003711891,0.0005607546],"domain_scores_gemma":[0.998149,0.0002244811,0.0004814539,0.0003747162,0.0001822431,0.0005880764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008370328,0.0002265424,0.003197202,0.0007904633,0.00008266013,0.0000106681,0.003630216,0.000003389338,0.0001445959,0.6599904,0.00003498368,0.3318052],"study_design_scores_gemma":[0.0006967626,0.0001165385,0.01019843,0.0009933191,0.00005748118,0.00001134054,0.0524153,0.000007282404,0.0002207484,0.02528728,0.9091,0.000895522],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7043253,0.000834605,2.162777e-7,0.0004015552,0.0002535341,0.0008452104,0.0001477187,0.00008505616,0.2931069],"genre_scores_gemma":[0.9545883,0.001809999,0.0008089172,0.0004391713,0.00008306983,0.00004556545,0.0001566998,0.00006646159,0.04200182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.909065,"threshold_uncertainty_score":0.9999462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02119761051846519,"score_gpt":0.30944579030104,"score_spread":0.2882481797825748,"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."}}