{"id":"W7162854392","doi":"10.3969/j.issn.1006-9771.2025.06.006","title":"Physical activity and psychological-behavioral health among college students: policy frameworks and theoretical models","year":2025,"lang":"zh","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Advanced Technologies in Various Fields","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Action plan; Action (physics); Audit; Thematic analysis; Work (physics); Population; Theory of planned behavior; Psychological intervention","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009088944,0.0006693186,0.0005155963,0.005361854,0.002898744,0.008372548,0.001577179,0.002234591,0.002237177],"category_scores_gemma":[0.01110833,0.000459309,0.0006331833,0.006005565,0.01147417,0.007042733,0.004259294,0.002398025,0.0001316412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01328866,"about_ca_system_score_gemma":0.01654258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01752056,"about_ca_topic_score_gemma":0.01069326,"domain_scores_codex":[0.995364,0.002851396,0.0001956836,0.0005072535,0.0005031543,0.0005785637],"domain_scores_gemma":[0.9918303,0.005739843,0.00113123,0.0002874703,0.0005291339,0.0004819761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002328107,0.0003768137,0.0279646,0.0003631784,0.00003467819,0.0001069619,0.006625758,0.003090022,0.00004742179,0.9394488,0.001063829,0.02085473],"study_design_scores_gemma":[0.00006507581,0.0001294335,0.05907163,0.003040502,0.0001179488,0.0001715857,0.07324854,0.02630106,0.0002222594,0.8123353,0.02522458,0.00007210803],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5758594,0.0387812,0.03331089,0.1797935,0.000423342,0.0009190493,0.0008594046,0.00010955,0.1699437],"genre_scores_gemma":[0.9902995,0.004775071,0.00296967,0.001010275,0.00005892226,0.0003418815,0.0001007565,0.000004838797,0.0004392122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01752056,"threshold_uncertainty_score":0.09641641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1899006008655772,"score_gpt":0.6007513643651269,"score_spread":0.4108507634995497,"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."}}