{"id":"W2898227631","doi":"10.2196/10823","title":"Student Activity and Sport Study Ireland: Protocol for a Web-Based Survey and Environmental Audit Tool for Assessing the Impact of Multiple Factors on University Students’ Physical Activity","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Physical Activity and Health","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Audit; Psychology; Physical activity; Medical education; Applied psychology; Data collection; Medicine; Accounting; Physical therapy; Business; Alternative medicine; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04341538,0.001949848,0.003007361,0.003439089,0.003679253,0.002791687,0.002162491,0.002294435,0.04991008],"category_scores_gemma":[0.0350569,0.00236628,0.002457765,0.002966409,0.001449049,0.002840405,0.003279476,0.004302394,0.0192483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005084425,"about_ca_system_score_gemma":0.02002978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007544021,"about_ca_topic_score_gemma":0.01477508,"domain_scores_codex":[0.9811786,0.009729674,0.00454933,0.001559079,0.001465655,0.001517593],"domain_scores_gemma":[0.9709599,0.005635429,0.002870696,0.004526603,0.01335575,0.00265168],"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":[0.03308894,0.02638425,0.05339846,0.0202986,0.0005899573,0.001451499,0.01519811,0.003551023,0.007288562,0.008567247,0.5796205,0.2505629],"study_design_scores_gemma":[0.02647247,0.01095095,0.1982743,0.0103405,0.0002672307,0.0005162492,0.0129031,0.003836483,0.005087909,0.005726491,0.7250039,0.0006203924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.006953406,0.0001194128,0.005608391,0.0004516956,0.000250998,0.9660996,0.01558849,0.0002988235,0.004629096],"genre_scores_gemma":[0.002643212,0.00005547476,0.003980683,0.0001752141,0.00002300342,0.9906995,0.00177481,0.0000218377,0.0006261686],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04991008,"threshold_uncertainty_score":0.2296053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2583717003368361,"score_gpt":0.580921398258807,"score_spread":0.3225496979219709,"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."}}