{"id":"W4390837886","doi":"10.15379/ijmst.v10i3.3377","title":"Research on the Influence of PE Teaching Reform Based on Behavioral Psychology on College Students' Mental Health","year":2024,"lang":"en","type":"article","venue":"International Journal of Membrane Science and Technology","topic":"Physical Education and Training Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shanghai International Studies University","keywords":"Psychology; Mental health; Physical education; Quality (philosophy); Interpersonal communication; Sport psychology; Applied psychology; Mathematics education; Medical education; Social psychology; Medicine; Psychotherapist","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004311617,0.00007168242,0.0001533574,0.001143628,0.0006536667,0.00001800615,0.0008323026,0.00005737002,0.0000252374],"category_scores_gemma":[0.0005125203,0.00004200827,0.00002778811,0.0006223576,0.0009254949,0.0001020064,0.0001141293,0.00138425,0.00001863747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003873561,"about_ca_system_score_gemma":0.0008143437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004284776,"about_ca_topic_score_gemma":0.00001179595,"domain_scores_codex":[0.9977686,0.0001801076,0.0003728629,0.0001829618,0.001251695,0.0002437473],"domain_scores_gemma":[0.9984788,0.0005159538,0.0001773816,0.0001461203,0.0006245917,0.00005715143],"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":[0.0005247802,0.001915523,0.004265299,0.00005666137,0.00009509434,0.00004526793,0.007231057,0.00006359665,0.01214126,0.9359144,0.008254591,0.02949246],"study_design_scores_gemma":[0.01323945,0.04929842,0.4040826,0.02436377,0.00007603261,0.0003993091,0.2200999,0.003171253,0.0144484,0.07998069,0.1897062,0.001133921],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8165265,0.00002724104,0.000002612418,0.1796616,0.0007825129,0.0001355972,0.00001457048,0.00001413488,0.00283515],"genre_scores_gemma":[0.9966241,0.00006887978,0.00006164161,0.003050549,0.0000856997,0.00001302255,5.359398e-7,0.000004748728,0.00009086104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8559337,"threshold_uncertainty_score":0.6013956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1298161309558444,"score_gpt":0.6018851937870623,"score_spread":0.4720690628312179,"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."}}