{"id":"W4411351753","doi":"10.1007/978-3-031-87465-9_1","title":"Introduction and Overview","year":2025,"lang":"en","type":"book-chapter","venue":"Intercultural reciprocal learning in Chinese and Western education.","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Windsor","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003145511,0.0002516665,0.00035442,0.0001983215,0.000325501,0.0001401329,0.0001314298,0.0003174422,0.0001956012],"category_scores_gemma":[0.0005387866,0.0002104096,0.00006207173,0.00008659939,0.0002538468,0.0001764295,0.00006052579,0.0008322619,0.00003389838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002824536,"about_ca_system_score_gemma":0.0004581907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0011931,"about_ca_topic_score_gemma":0.002634871,"domain_scores_codex":[0.9987316,0.00008972156,0.0003148788,0.0004733121,0.000186662,0.0002037831],"domain_scores_gemma":[0.9992998,0.0001874205,0.0001339014,0.0001132961,0.0001267657,0.000138874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006687779,0.0001657509,0.04731534,0.0005501175,0.00008795923,0.000004916195,0.1160213,0.00000556233,0.00001131239,0.1473762,0.03009,0.6583047],"study_design_scores_gemma":[0.00008268938,0.00004955189,0.003559185,0.0005190647,0.0000260068,0.000007556382,0.003252107,0.000002123042,1.220745e-7,0.005338463,0.9869167,0.0002464925],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07877256,0.03273028,0.00001009998,0.03776262,0.00563358,0.0005415245,0.000005349414,0.0002089719,0.844335],"genre_scores_gemma":[0.09303495,0.006726197,0.00006479066,0.0004320727,0.002837552,0.00002366001,0.00004483983,0.00001982148,0.8968161],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9568266,"threshold_uncertainty_score":0.8580254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04312708490917131,"score_gpt":0.3731533774186133,"score_spread":0.3300262925094419,"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."}}