{"id":"W4246047045","doi":"10.22215/etd/2016-11519","title":"The Relationship Between Personality, Activity Tracking, & Preferences in Performance Feedback","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Agreeableness; Extraversion and introversion; Big Five personality traits; Personality; Psychology; Social psychology; Perception; Activity tracker; Negative feedback; Positive feedback; Physical activity; Developmental psychology; Applied psychology; Engineering; Medicine","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":[0.002125775,0.0001919934,0.0001532707,0.0007227537,0.0003818681,0.0008893505,0.0001729237,0.0003968448,0.003307307],"category_scores_gemma":[0.0158625,0.0001735399,0.0004044726,0.0004443461,0.0002717797,0.0003653043,0.0003999504,0.0007740872,0.0004266339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003923409,"about_ca_system_score_gemma":0.0002232805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002749461,"about_ca_topic_score_gemma":0.003904964,"domain_scores_codex":[0.998749,0.0005164664,0.0001220948,0.0001198206,0.0003371839,0.0001554953],"domain_scores_gemma":[0.9798895,0.01012849,0.005573237,0.0007797375,0.001601335,0.002027785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000296397,0.0003151494,0.9902981,0.00001573768,0.00005720041,0.00003924165,0.0005870276,0.0001073344,0.0006924753,0.00003154256,0.00007415283,0.007485673],"study_design_scores_gemma":[0.000003106129,0.0001388521,0.9990709,0.00000415199,0.000007236981,0.00004602143,0.000304809,0.0002161898,0.00009663546,0.00002495315,0.00008358486,0.000003586042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998687,0.00004257822,0.0001235613,0.00003971539,0.000005585606,0.000008550449,0.00004733226,0.000002968222,0.001042728],"genre_scores_gemma":[0.9993454,0.0000220046,0.0001099592,0.00001800334,0.000003718013,0.000006333336,0.00004735899,0.000001686201,0.0004455362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003307307,"threshold_uncertainty_score":0.01124227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2544195774795825,"score_gpt":0.4667573334300613,"score_spread":0.2123377559504788,"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."}}