{"id":"W7084048085","doi":"10.64628/aam.n6vgvfccv","title":"The importance of international students to Atlantic Canada","year":2018,"lang":"en","type":"article","venue":"","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of King's College","funders":"","keywords":"Government (linguistics); Agency (philosophy); Work (physics); Population; Indigenous","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":[0.002577315,0.000231457,0.0003382979,0.001046304,0.01362569,0.00785441,0.001216876,0.002478097,0.02536591],"category_scores_gemma":[0.00944064,0.0002143428,0.0003173212,0.001569447,0.003449105,0.001586267,0.003980757,0.005732108,0.001011093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0336494,"about_ca_system_score_gemma":0.1406641,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9544032,"about_ca_topic_score_gemma":0.985316,"domain_scores_codex":[0.9966316,0.0003869408,0.00005769919,0.0001545958,0.0006312417,0.00213791],"domain_scores_gemma":[0.9725753,0.001501013,0.0007574148,0.0002691956,0.004499426,0.02039765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002949888,0.0007052516,0.3965617,0.0003001315,0.00006988965,0.001513872,0.03787168,0.0003193768,0.0007767074,0.0492801,0.3003511,0.2119551],"study_design_scores_gemma":[0.00005139787,0.0001226758,0.3011247,0.0006979069,0.00004640763,0.0003831316,0.09897759,0.0002960338,0.0003197107,0.004271192,0.5936137,0.00009563081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2990822,0.00684962,0.0003412221,0.488822,0.006309258,0.00009291908,0.0006627812,0.00006338005,0.1977766],"genre_scores_gemma":[0.8385729,0.005724403,0.0004934691,0.05370116,0.0009496679,0.00004350255,0.0002347636,0.00006979215,0.1002103],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04559678,"threshold_uncertainty_score":0.2441446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160837548251602,"score_gpt":0.323104851707689,"score_spread":0.311496476225173,"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."}}