{"id":"W4385829510","doi":"10.51224/srxiv.316","title":"Breaking sedentary behaviour among university students","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Physical Activity and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Mathematics education; Psychology; Sociology","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":[0.000428254,0.0002204907,0.0003596404,0.0008525045,0.0005490939,0.001339009,0.0003098389,0.0008274367,0.006161653],"category_scores_gemma":[0.002562242,0.0002234315,0.000399247,0.0008627578,0.0001942287,0.0005570257,0.0005726661,0.0009616966,0.001316185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003568376,"about_ca_system_score_gemma":0.0004571503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01867442,"about_ca_topic_score_gemma":0.01617911,"domain_scores_codex":[0.9997811,0.00004055306,0.00001640292,0.00004556564,0.0000432699,0.00007307038],"domain_scores_gemma":[0.999027,0.0002230771,0.0001419836,0.00006277583,0.0001432771,0.0004019579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002672039,0.0008323274,0.972672,0.0000313857,0.00009256777,0.00006712168,0.001059608,0.00008634646,0.0006124562,0.0001320055,0.0009397298,0.02320719],"study_design_scores_gemma":[0.000005895839,0.0001132776,0.9984182,0.0000115891,0.0000240566,0.00001556823,0.0007101039,0.0001129869,0.00008901642,0.00008516775,0.0004105242,0.000003596302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982951,0.0001699438,0.00003224932,0.0001701535,0.00003065038,0.000003720619,0.0001847165,0.000003338537,0.001110071],"genre_scores_gemma":[0.99524,0.0001886671,0.00005055235,0.00007896591,0.0000310511,0.000007013437,0.0002428001,0.00000495461,0.004155931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01867442,"threshold_uncertainty_score":0.03713143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07747255202876176,"score_gpt":0.3612015351038892,"score_spread":0.2837289830751274,"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."}}