{"id":"W2610042078","doi":"10.1146/annurev-orgpsych-032117-104528","title":"Cross-Cultural Interaction: What We Know and What We Need to Know","year":2018,"lang":"en","type":"article","venue":"Annual Review of Organizational Psychology and Organizational Behavior","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Schism; Need to know; Scholarship; Sociology; Public relations; Multinational corporation; Diversity (politics); Ideology; Cultural diversity; Political science; Law; Anthropology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004271428,0.0002085975,0.0003018689,0.000132447,0.0005859289,0.0003406525,0.000300865,0.0001776657,0.004992741],"category_scores_gemma":[0.0006280175,0.0001922767,0.00004602445,0.0007836044,0.0006491172,0.002597846,0.0001451593,0.0001353669,0.0002447085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005372091,"about_ca_system_score_gemma":0.0001076745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002387998,"about_ca_topic_score_gemma":0.00007637556,"domain_scores_codex":[0.9981818,0.0001480469,0.0004896592,0.0004323459,0.0005131864,0.0002350246],"domain_scores_gemma":[0.9962326,0.0001567323,0.0002039866,0.0001303456,0.003098362,0.0001779337],"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":[0.0004038435,0.001976971,0.1856635,0.001480734,0.0004829529,0.00003672076,0.17921,0.000002659533,0.003126774,0.3013042,0.08286555,0.2434461],"study_design_scores_gemma":[0.0009809083,0.0004187156,0.06516124,0.004481924,0.0001832129,0.00009917013,0.04689592,0.000001091189,0.0006264588,0.001944508,0.8785328,0.0006740158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4355185,0.3607324,0.0001805501,0.1943417,0.005278474,0.001458019,0.0001321869,0.0001470539,0.00221117],"genre_scores_gemma":[0.3330976,0.6600772,0.0002885913,0.004190141,0.0009322857,0.0000132641,0.0001566971,0.00002651415,0.001217779],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7956673,"threshold_uncertainty_score":0.9959168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02988795607871463,"score_gpt":0.4249690051834344,"score_spread":0.3950810491047198,"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."}}