{"id":"W3011056558","doi":"10.14288/ce.v11i2.186462","title":"University of British Columbia’s International Student Initiative","year":2018,"lang":"en","type":"article","venue":"Open Collections","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Immigration; Context (archaeology); Higher education; Public policy; Political science; International education; Immigration policy; Education policy; Higher education policy; Public administration; Sociology; Economic growth; Economics; Geography; Law","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":[0.001961296,0.0004656494,0.0004174119,0.001261737,0.01083494,0.008821151,0.001723661,0.003603521,0.05735323],"category_scores_gemma":[0.005653884,0.0003476145,0.0002747613,0.002332798,0.002434239,0.001441649,0.003400398,0.004186075,0.005300062],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04272411,"about_ca_system_score_gemma":0.1843308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9662411,"about_ca_topic_score_gemma":0.981434,"domain_scores_codex":[0.9966625,0.0002222325,0.00007389717,0.0002303415,0.001288627,0.001522436],"domain_scores_gemma":[0.9925684,0.0004674071,0.0001299347,0.0002432524,0.002380994,0.004210077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006307381,0.00008149835,0.005738015,0.0001830085,0.00001339673,0.0002740651,0.002063608,0.0001294109,0.0003660226,0.07464583,0.8589656,0.05747648],"study_design_scores_gemma":[0.000009633095,0.000009591449,0.009163548,0.00009677418,0.000005344436,0.00002627096,0.001734606,0.00006758408,0.0001202818,0.0008459571,0.9878996,0.0000207392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02426549,0.004827484,0.0004706687,0.08509392,0.001735804,0.0002370386,0.005827863,0.0002704072,0.8772714],"genre_scores_gemma":[0.08067487,0.002014321,0.0008014693,0.01393127,0.0001354633,0.0001254618,0.00168483,0.0001100631,0.9005222],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9662411,"threshold_uncertainty_score":0.3099866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02727099121176565,"score_gpt":0.3039471646887854,"score_spread":0.2766761734770198,"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."}}