{"id":"W2964472330","doi":"10.7202/1060065ar","title":"The Hidden Dimension of Happy Cultural Cooperation","year":2019,"lang":"en","type":"article","venue":"Management international","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dimension (graph theory); Order (exchange); Sociology; Epistemology; Hofstede's cultural dimensions theory; Social psychology; Psychology; Business; Mathematics; Philosophy","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":[0.0003553545,0.00005065711,0.00004885711,0.00003994753,0.0002042443,0.00009138271,0.0003644408,0.00002323702,0.0004891526],"category_scores_gemma":[0.00002874868,0.00003586808,0.00004670902,0.00005770397,0.00005509928,0.0001722002,0.00009485616,0.0000388855,0.0002571635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008036193,"about_ca_system_score_gemma":0.000007960749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002815409,"about_ca_topic_score_gemma":0.0002574961,"domain_scores_codex":[0.9990584,0.00003188527,0.0001478704,0.0001047466,0.0005542107,0.0001028441],"domain_scores_gemma":[0.9995804,0.00006905042,0.0000768488,0.00007203957,0.0001856804,0.00001597216],"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":[0.00004150653,0.00003960114,0.003313901,0.000003714375,0.0001438014,0.000001051557,0.007618346,0.00003104728,0.0001428118,0.9727851,0.005785975,0.01009318],"study_design_scores_gemma":[0.0006620171,0.00004560631,0.01060434,0.00004823535,0.00001921543,3.403928e-7,0.07043383,0.0004585909,0.0003506909,0.003649181,0.9135619,0.0001660678],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5958645,0.00008372412,0.00005783168,0.006134966,0.002092085,0.0002569809,0.000002716823,0.00002433799,0.3954829],"genre_scores_gemma":[0.9582059,0.0007983273,0.00010126,0.00008564528,0.0001899549,0.000006856802,0.00001772091,0.000003406019,0.04059086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9691359,"threshold_uncertainty_score":0.5355878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02191441330832984,"score_gpt":0.3175318892652333,"score_spread":0.2956174759569035,"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."}}