{"id":"W1904047169","doi":"","title":"SUSTAINING A COMMUNITY OF SCHOLARS AT A TRANSNATIONAL UNIVERSITY: A SELF-STUDY","year":2015,"lang":"en","type":"article","venue":"","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Langara College","funders":"","keywords":"Expatriate; Scholarship; Mentorship; Collegiality; Sociology; Context (archaeology); TRACE (psycholinguistics); Pedagogy; Public relations; Political 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":[0.01936864,0.0005516956,0.0009319662,0.003656034,0.03340663,0.01399926,0.002665342,0.002941127,0.00258322],"category_scores_gemma":[0.02844315,0.000583993,0.0004487119,0.002025434,0.02233608,0.008826515,0.01548508,0.005091961,0.0005682032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003769779,"about_ca_system_score_gemma":0.006724085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003600945,"about_ca_topic_score_gemma":0.006901076,"domain_scores_codex":[0.987965,0.008504903,0.0003087986,0.0008899798,0.0009729562,0.00135838],"domain_scores_gemma":[0.9701748,0.01141587,0.003038108,0.002123174,0.004672954,0.008574996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001141562,0.000150837,0.006194849,0.00001965506,0.00000343023,0.0004284444,0.9872962,0.00001336747,0.0002784776,0.001627075,0.0002333056,0.003742978],"study_design_scores_gemma":[0.000002444679,0.00004970419,0.001140075,0.00002240769,0.00000250235,0.0001634421,0.9950464,0.00004128029,0.0001187265,0.0003825363,0.003024316,0.000006242176],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993766,0.0002501092,0.0009465408,0.002074628,0.00006954959,0.00008315047,0.00000954913,0.00001556296,0.00278492],"genre_scores_gemma":[0.9962521,0.0002022366,0.0007747538,0.0004977734,0.00004135862,0.00007691151,0.00001280659,0.00001772754,0.002124442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03340663,"threshold_uncertainty_score":0.1024324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07661720418627646,"score_gpt":0.3530774755620572,"score_spread":0.2764602713757808,"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."}}