{"id":"W2988380278","doi":"10.7717/peerj-cs.230","title":"Motivational strategies and approaches for single and multi-player exergames: a social perspective","year":2019,"lang":"en","type":"article","venue":"PeerJ Computer Science","topic":"Educational Games and Gamification","field":"Psychology","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Carleton University","funders":"","keywords":"Social connectedness; Psychology; Perspective (graphical); Physical activity; Psychological intervention; Situational ethics; Applied psychology; Computer science; Social psychology; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000230293,0.00007156303,0.0000787815,0.00007321916,0.0001451309,0.000195363,0.0001201852,0.00003129409,0.00002010476],"category_scores_gemma":[0.00001299889,0.00006524405,0.00001635174,0.0001369529,0.0002851692,0.0003288274,0.00004232717,0.00004412161,0.000008212885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003697762,"about_ca_system_score_gemma":0.00008227392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002383336,"about_ca_topic_score_gemma":0.00000246268,"domain_scores_codex":[0.9992363,0.00001525835,0.00008444765,0.0003846199,0.000130486,0.0001488451],"domain_scores_gemma":[0.9995679,0.0000907592,0.00005021339,0.00009027885,0.0001634694,0.00003739087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002312543,0.0002932638,0.005944349,0.00002250548,0.00002104802,1.825878e-7,0.05707823,0.00009380502,0.002857772,0.8928813,0.0003689445,0.04041549],"study_design_scores_gemma":[0.0007294868,0.00018477,0.9247793,0.000009134823,0.000007972748,0.00002047165,0.02627483,0.03766105,0.000095852,0.00914053,0.0008896463,0.0002069348],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8395347,0.0002065159,0.1549198,0.002468029,0.0004587506,0.0003341781,0.000007896054,0.00002642824,0.002043688],"genre_scores_gemma":[0.9711905,6.544824e-7,0.02801493,0.0001213781,0.0001593347,0.00002939118,0.000004411796,0.000004558221,0.0004748985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.918835,"threshold_uncertainty_score":0.2660575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09866783473492735,"score_gpt":0.3442628987711208,"score_spread":0.2455950640361935,"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."}}