{"id":"W2931674804","doi":"10.1177/1468796819833398","title":"Speaking welcome: A discursive analysis of an immigrant mentorship event in Atlantic Canada","year":2019,"lang":"en","type":"article","venue":"Ethnicities","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas University","funders":"","keywords":"Hospitality; Immigration; Context (archaeology); Settlement (finance); Multiculturalism; Sociology; State (computer science); Mentorship; Media studies; Gender studies; Political science; History; Law; Tourism; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005241297,0.00100196,0.0007218613,0.004668106,0.04017359,0.01104785,0.00336991,0.002761952,0.004203403],"category_scores_gemma":[0.01159266,0.000419323,0.000544815,0.00483016,0.01711364,0.002533159,0.008017734,0.004474527,0.000421265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06500224,"about_ca_system_score_gemma":0.04064401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8913128,"about_ca_topic_score_gemma":0.9540696,"domain_scores_codex":[0.9935368,0.002385718,0.0001338718,0.0005245715,0.001726332,0.001692744],"domain_scores_gemma":[0.9895215,0.004712531,0.0006873757,0.000382418,0.002498864,0.002197365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003203362,0.00001978468,0.00277696,0.00003772626,0.000004521178,0.00071258,0.9885551,0.00004482994,0.0005447344,0.002604536,0.001468951,0.003198175],"study_design_scores_gemma":[0.000001919678,0.000009715739,0.004284741,0.00005776592,0.000004814348,0.0000681379,0.965182,0.00008611071,0.0002600378,0.0001855224,0.02983687,0.00002242899],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9397427,0.0006426177,0.001609299,0.005246549,0.0002992837,0.0001906809,0.0005162813,0.00006886655,0.05168371],"genre_scores_gemma":[0.9778597,0.000445557,0.0007746,0.0008479549,0.00008355306,0.00008462055,0.0002694673,0.00009719854,0.01953726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1086872,"threshold_uncertainty_score":0.4716265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0290995719611013,"score_gpt":0.3367400852291006,"score_spread":0.3076405132679993,"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."}}