{"id":"W7030632731","doi":"","title":"North American Expatriates in Mexico: a Discourse Analysis of Facebook Groups","year":2021,"lang":"en","type":"article","venue":"PDXScholar  (Portland State University)","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Expatriate; Discourse analysis; The Internet; Social media; Qualitative analysis; Presentation (obstetrics); Interculturalism; Qualitative research","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":[0.006413352,0.0006522242,0.0005931027,0.002521675,0.01563097,0.005651357,0.001156807,0.002023571,0.002991062],"category_scores_gemma":[0.01059119,0.0003556328,0.0002142233,0.002392926,0.00751574,0.005335385,0.006287837,0.002148972,0.000190069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005944362,"about_ca_system_score_gemma":0.003931949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02021317,"about_ca_topic_score_gemma":0.03125437,"domain_scores_codex":[0.9962015,0.002701729,0.0001066034,0.000272031,0.0003221465,0.0003959183],"domain_scores_gemma":[0.989975,0.007940047,0.0007498483,0.0002007811,0.0005757412,0.0005584236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001390148,0.00001723553,0.001471096,0.00004019168,0.000001648425,0.0002367052,0.994866,0.000009444037,0.0001854995,0.001080531,0.0003633894,0.001714436],"study_design_scores_gemma":[9.207963e-7,0.000005117724,0.00128004,0.00006887381,0.000001845767,0.00003021351,0.993726,0.00003352026,0.00006918395,0.0001107208,0.004670447,0.000003249479],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984153,0.0005438811,0.0006272888,0.004162361,0.00005026158,0.00005791879,0.00006886703,0.00001256939,0.01032398],"genre_scores_gemma":[0.9941919,0.0008017176,0.0005456595,0.000422497,0.0000382297,0.0001424432,0.00007278047,0.00001995178,0.00376465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02021317,"threshold_uncertainty_score":0.0431295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01729593922046131,"score_gpt":0.2854013799603073,"score_spread":0.268105440739846,"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."}}