{"id":"W4404146993","doi":"10.1007/978-3-031-69280-2_11","title":"Commentary: What Pedagogical Principles Underlie Reciprocal Intercultural Learning?","year":2024,"lang":"en","type":"book-chapter","venue":"Intercultural reciprocal learning in Chinese and Western education.","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Reciprocal; Psychology; Cognitive science; Philosophy; Linguistics","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":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004247068,0.0009644767,0.0008764254,0.0004048957,0.0005607347,0.002490085,0.0004302848,0.0004537841,0.002254699],"category_scores_gemma":[0.0002262418,0.0006673562,0.0003453364,0.0000518393,0.0004442279,0.001061031,0.000382497,0.004827257,0.0006427193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003650152,"about_ca_system_score_gemma":0.0001126551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007695193,"about_ca_topic_score_gemma":0.004106423,"domain_scores_codex":[0.996812,0.0001673554,0.0009374875,0.001103201,0.000430828,0.000549068],"domain_scores_gemma":[0.9985682,0.0003750297,0.000353589,0.0002686219,0.0001855284,0.0002490079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002489455,0.0003151329,0.005884763,0.0009973291,0.0005571477,0.0001570796,0.5551646,0.0002324078,0.00002646104,0.07396689,0.004287979,0.3581612],"study_design_scores_gemma":[0.0003122835,0.0004042049,0.000218263,0.00415261,0.0001146556,0.0001696746,0.08729801,0.0002103823,0.000001444372,0.00226569,0.9038929,0.0009599248],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6547232,0.01765973,0.00000691955,0.009359953,0.00468496,0.000652286,0.00001488312,0.0006864403,0.3122116],"genre_scores_gemma":[0.3702345,0.0008731608,0.00002268904,0.001892963,0.00252196,0.00005272048,0.0005791407,0.0001201774,0.6237027],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8996049,"threshold_uncertainty_score":0.9995778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05649572103361012,"score_gpt":0.3134162575151769,"score_spread":0.2569205364815668,"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."}}