{"id":"W4407119443","doi":"","title":"Characteristics of Cross-Cultural Communication","year":2011,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002403676,0.0004564947,0.0002709719,0.00297246,0.001935001,0.004735866,0.0006901004,0.0009985546,0.01159204],"category_scores_gemma":[0.02145137,0.0002014142,0.0003375367,0.00412114,0.001211819,0.002818838,0.003599681,0.0008828019,0.002324712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009756456,"about_ca_system_score_gemma":0.001206676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002352752,"about_ca_topic_score_gemma":0.0009874151,"domain_scores_codex":[0.9937006,0.002779233,0.0005514059,0.0005378568,0.001883814,0.0005470641],"domain_scores_gemma":[0.9706323,0.0145353,0.005380247,0.003098007,0.004940692,0.001413438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003652602,0.0002948692,0.2189801,0.001367976,0.0002878705,0.006698161,0.2065904,0.001202924,0.00577798,0.06032668,0.01423757,0.4838702],"study_design_scores_gemma":[0.00004559459,0.0003846819,0.2961983,0.001220205,0.0002518177,0.02187292,0.260926,0.002946232,0.004347614,0.02460263,0.3869379,0.00026608],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6891574,0.004215049,0.01816937,0.002267899,0.0003195293,0.0002899953,0.0008226352,0.0002518605,0.2845063],"genre_scores_gemma":[0.98281,0.001029912,0.002666643,0.0002419494,0.00011595,0.0001692849,0.000395203,0.00006403273,0.01250691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01159204,"threshold_uncertainty_score":0.0387792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4298280980732061,"score_gpt":0.6103850972297923,"score_spread":0.1805569991565862,"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."}}