{"id":"W2935206501","doi":"","title":"LET US TALK ABOUT INTERNATIONALIZATION OF HIGHER EDUCATION: SMALL INITIATIVES THAT MAKE A DIFFERENCE ON CAMPUS","year":2019,"lang":"en","type":"article","venue":"2019 Conference of the Canadian Society for the Study of Education","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Internationalization; Conversation; Descriptive statistics; Foreign language; Comprehension; Higher education; Action (physics); Sociology; Pedagogy; Descriptive research; Exploratory research; Public relations; Political science; Mathematics education; Psychology; Computer science; Business; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003173717,0.0003352632,0.0003882857,0.0008614496,0.005431194,0.006312309,0.0007836691,0.00272725,0.006788057],"category_scores_gemma":[0.01155396,0.0001901234,0.0004628426,0.00124857,0.007660845,0.008981659,0.005173048,0.00513732,0.0007336634],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0014871,"about_ca_system_score_gemma":0.001158121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001810914,"about_ca_topic_score_gemma":0.002476843,"domain_scores_codex":[0.9967199,0.002077515,0.00006935713,0.0002193351,0.0003803523,0.00053357],"domain_scores_gemma":[0.9936866,0.003652178,0.000873838,0.0003530473,0.0003893325,0.001044891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001248925,0.0002444132,0.02723414,0.000490041,0.00003243731,0.00109906,0.8106572,0.0001435597,0.002803563,0.08125322,0.02910947,0.04680805],"study_design_scores_gemma":[0.000008306373,0.0003146835,0.0208544,0.0005013482,0.00002075028,0.0004825168,0.7522474,0.0000821457,0.001147974,0.01016394,0.2141268,0.00004974014],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7149841,0.006536542,0.006874589,0.1629532,0.004494801,0.0001593773,0.0002679684,0.0001286486,0.1036007],"genre_scores_gemma":[0.9704179,0.002173696,0.002000284,0.01714606,0.0006366826,0.0001417697,0.00007540889,0.00006216877,0.007345945],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9985129,"threshold_uncertainty_score":0.0227083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07485886859686983,"score_gpt":0.3093098795337489,"score_spread":0.2344510109368791,"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."}}