{"id":"W4409795024","doi":"10.61091/jcmcc127b-410","title":"The Profound Impact of Informatization Reform of College Physical Education Courses on Network Ideological and Political Education Based on Data Analysis","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Ideological and Political Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Informatization; Ideology; Politics; Physical education; Sociology; Mathematics education; Political science; Pedagogy; Social science; Psychology; Computer science; Telecommunications","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":[0.004151124,0.0002321216,0.0002713509,0.001499212,0.000587543,0.001584497,0.0002708275,0.0002835506,0.002551575],"category_scores_gemma":[0.01215718,0.0001065624,0.0004057469,0.00140631,0.0007732857,0.001129648,0.0008232092,0.0005483086,0.0001945935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001182262,"about_ca_system_score_gemma":0.001423537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002146048,"about_ca_topic_score_gemma":0.003312766,"domain_scores_codex":[0.9964997,0.001874416,0.0001769186,0.0003396341,0.000905884,0.0002034624],"domain_scores_gemma":[0.9802057,0.01448674,0.001651973,0.001625938,0.001664867,0.0003647049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001190324,0.002403535,0.3476956,0.0005579079,0.0001468051,0.0002320159,0.005146539,0.006528196,0.01447823,0.0102864,0.002320459,0.6090139],"study_design_scores_gemma":[0.00009892305,0.001599529,0.8659211,0.0002733271,0.0003612425,0.0001414234,0.01122281,0.04316765,0.05342378,0.006203987,0.01748164,0.0001046006],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844356,0.0001559258,0.006546266,0.0004933287,0.00003236802,0.0001661527,0.0002250573,0.00006219151,0.007883125],"genre_scores_gemma":[0.9945284,0.00007118956,0.004586574,0.00004986676,0.00001375917,0.00005834431,0.0001456017,0.000005872964,0.0005403705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004151124,"threshold_uncertainty_score":0.02195346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01989015346933058,"score_gpt":0.3674598371403344,"score_spread":0.3475696836710038,"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."}}