{"id":"W1802920227","doi":"10.3968/j.ccc.1923670020141001.3973","title":"Intercultural Adaptation of Chinese Guest Teachers in the U.S.","year":2014,"lang":"en","type":"article","venue":"Cross-cultural communication","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adaptation (eye); Psychology; Action (physics); Psychological adaptation; Chinese language; Intercultural communication; Mathematics education; Pedagogy; Social psychology; Linguistics","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":[0.001164714,0.00007123732,0.00009009427,0.0000282474,0.0003876066,0.0001653497,0.00078091,0.00006129194,0.00002032898],"category_scores_gemma":[0.0005314152,0.00004298711,0.00005813378,0.0001650982,0.0003740298,0.0005411153,0.00005581175,0.0001534509,0.00001701183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000772256,"about_ca_system_score_gemma":0.00001097324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006951877,"about_ca_topic_score_gemma":0.01751483,"domain_scores_codex":[0.9988877,0.0004178406,0.0002167296,0.00008448992,0.0002810758,0.0001122272],"domain_scores_gemma":[0.9991621,0.0002181871,0.0001333759,0.0002033931,0.0002660507,0.00001684176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002053824,0.00006827358,0.02602387,0.000005087109,0.000009615806,9.3319e-8,0.9361938,0.00009634913,0.0002995506,0.03074166,0.0001501839,0.006391018],"study_design_scores_gemma":[0.000898447,0.00007380725,0.3258147,0.00006545974,0.00001042309,0.000001283532,0.5751455,0.0005484138,0.0001205808,0.006763505,0.09031115,0.0002467323],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699305,0.0002805752,0.000007952051,0.00303029,0.0001350357,0.0001385389,0.000001343299,0.00002291784,0.02645285],"genre_scores_gemma":[0.9989523,0.000379016,0.00008765554,0.00007285537,0.0001704866,0.00001284517,0.00006171899,0.00000317026,0.0002599623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3610482,"threshold_uncertainty_score":0.9996609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04509910979173502,"score_gpt":0.393538733319554,"score_spread":0.348439623527819,"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."}}