{"id":"W7034892695","doi":"","title":"Wearable activity monitors and goals: Perceptions on physical activity, attitudes and motivational outcomes","year":2020,"lang":"en","type":"other","venue":"Brock University Digital Repository (Brock University)","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Wearable computer; Activity tracker; Perception; Control (management); mHealth; Affect (linguistics)","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"],"consensus_categories":[],"category_scores_codex":[0.000003530326,0.0002816569,0.0003259484,0.0004208616,0.0009958744,0.000175477,0.0002464681,0.000215037,0.00007207311],"category_scores_gemma":[0.00009002318,0.0003323393,0.0001103951,0.0004867734,0.0004883247,0.000726268,0.0002467641,0.0002844429,0.00001299407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002917312,"about_ca_system_score_gemma":0.0001746058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001571484,"about_ca_topic_score_gemma":0.002929032,"domain_scores_codex":[0.9986725,0.0001314995,0.00006523324,0.0005158586,0.000375188,0.000239695],"domain_scores_gemma":[0.9991401,0.000205479,0.0001802157,0.0001599582,0.0001001941,0.0002140708],"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":[0.000132416,0.0009339862,0.4849572,0.0001557841,0.0005786769,0.00004284598,0.001609742,0.000006062125,0.001193712,0.002071315,0.5049179,0.003400347],"study_design_scores_gemma":[0.000511044,0.00009877818,0.3991905,0.0001438001,0.0001038396,0.000002352382,0.04118626,0.000001230165,0.00001891794,0.00002158161,0.5581873,0.0005343634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3343306,0.00003383676,0.00008729742,0.0001751724,0.0002855827,0.0003466847,0.0001272526,0.0003701608,0.6642435],"genre_scores_gemma":[0.2941082,0.0001308845,0.00002692071,0.00002512242,0.0002263323,2.141462e-7,0.000007685599,0.00003643668,0.7054383],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08576668,"threshold_uncertainty_score":0.9999129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0195729931664347,"score_gpt":0.2699705692564309,"score_spread":0.2503975760899962,"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."}}