{"id":"W4295066808","doi":"10.1177/15588661221125206","title":"Distinguishing Participants and Non-Participants in Campus Recreation: The Roles of Knowledge and Motivations","year":2022,"lang":"en","type":"article","venue":"Recreational Sports Journal","topic":"Recreation, Leisure, Wilderness Management","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Recreation; Psychology; Logistic regression; Drop out; Medical education; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001883938,0.0001566708,0.0002695174,0.0002450336,0.0006203109,0.00006573048,0.0001704551,0.00004437174,0.0008333088],"category_scores_gemma":[0.0002263107,0.0001308004,0.00004793748,0.0003843217,0.0001304007,0.0001853959,0.0001299814,0.0003344045,0.000002497161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001259771,"about_ca_system_score_gemma":0.0001179978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001432228,"about_ca_topic_score_gemma":0.0001793337,"domain_scores_codex":[0.9979512,0.0003077936,0.0006882104,0.0002782065,0.0004421868,0.0003323964],"domain_scores_gemma":[0.9986466,0.0003820425,0.0004931461,0.0002038127,0.0001403804,0.0001340131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007671798,0.000231188,0.9687812,0.00001163012,0.00007591708,0.00002814098,0.007106144,0.001051471,0.00002658662,0.01025946,0.000540078,0.01181145],"study_design_scores_gemma":[0.0007013618,0.00006001806,0.9877431,0.00008733614,0.00007616531,0.000110111,0.003513211,0.001054224,0.00001377397,0.00338485,0.003127853,0.0001279582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878808,0.001484092,0.0004055261,0.0006091587,0.0003412007,0.0003592476,0.00001253484,0.00001335542,0.008894142],"genre_scores_gemma":[0.997918,0.0001666198,0.0002948355,0.00002038885,0.0001570603,0.0001498427,0.00002693714,0.0000198854,0.001246464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01896192,"threshold_uncertainty_score":0.9124147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03859141590484499,"score_gpt":0.33296389419759,"score_spread":0.294372478292745,"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."}}