{"id":"W4388704052","doi":"10.5539/hes.v13n4p181","title":"The Formation Logic and Counteractions of Parents' Educational Anxiety Accompanying the Introduction of Double Reduction Policy","year":2023,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Global Educational Reforms and Inequalities","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Crowds; Psychology; Sociology; Computer science; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007354856,0.00008302265,0.0001167556,0.0001231844,0.001290382,0.00006126687,0.000126071,0.00003426005,0.0000420879],"category_scores_gemma":[0.0002106863,0.00005106226,0.00004537016,0.0008198592,0.0004944269,0.0004929692,0.0000399139,0.0000725356,0.00001665423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002037707,"about_ca_system_score_gemma":0.0005466992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002055427,"about_ca_topic_score_gemma":0.0001768855,"domain_scores_codex":[0.9989185,0.0001049946,0.0003431335,0.0001261081,0.0003441237,0.0001631587],"domain_scores_gemma":[0.9982541,0.0002334387,0.0003170384,0.0001637011,0.0009996563,0.00003206223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002474644,0.0001155154,0.001829996,0.00005264944,0.00006702278,1.516497e-9,0.02454543,0.00004614031,0.0002001928,0.8895059,0.07961845,0.003993935],"study_design_scores_gemma":[0.0001054145,0.000009682671,0.08875705,0.00002427472,0.00002612993,0.00000204729,0.1976247,0.000001518856,0.00007593264,0.04044835,0.6728538,0.00007112406],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8390461,0.002666925,0.000003106453,0.1501248,0.004152574,0.000289674,0.000009555557,0.00003073262,0.003676553],"genre_scores_gemma":[0.9811392,0.007332667,0.00006966299,0.00009066486,0.001988324,0.0001608177,0.00004959655,0.000004832951,0.009164273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8490576,"threshold_uncertainty_score":0.9924709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1286652333785082,"score_gpt":0.4555148895028574,"score_spread":0.3268496561243492,"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."}}