{"id":"W3124855585","doi":"10.32674/jcihe.v12iwinter.1949","title":"Online Higher Education","year":2020,"lang":"en","type":"article","venue":"Journal of Comparative & International Higher Education","topic":"Education and experiences of immigrants and refugees","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Refugee; Overcrowding; Higher education; Empowerment; Economic growth; Political science; Public relations; Sociology; China; Independence (probability theory)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001763905,0.000116337,0.0001995426,0.0001455427,0.000190618,0.0001359507,0.0004740643,0.00006400482,0.004904189],"category_scores_gemma":[0.0000385364,0.00009608358,0.0001251715,0.0002808991,0.0001562086,0.000717787,0.00001793668,0.0002029789,0.00007822929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001690124,"about_ca_system_score_gemma":0.001607406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001473681,"about_ca_topic_score_gemma":0.00003405207,"domain_scores_codex":[0.9985363,0.0001330802,0.0004717034,0.0001414402,0.0005830571,0.0001344434],"domain_scores_gemma":[0.9979393,0.00006717588,0.000541004,0.00006919271,0.00111984,0.0002634551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001500422,0.002824732,0.007555818,0.00001280652,0.000152487,9.748404e-7,0.04578484,0.00005372389,0.000823944,0.541167,0.3873273,0.01414642],"study_design_scores_gemma":[0.0001682983,0.0000726356,0.05742709,0.00004903332,0.00001595181,0.000002205805,0.01199419,0.000004337414,0.00008442246,0.00190849,0.9281655,0.0001078375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6464261,0.002560182,0.00004770797,0.198783,0.0211859,0.0001795756,0.000007807281,0.00002925824,0.1307805],"genre_scores_gemma":[0.957044,0.0002178457,0.001138579,0.005838827,0.007480646,0.000007827706,0.00002520666,0.000007119583,0.02823992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5408382,"threshold_uncertainty_score":0.9960055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08448073055385909,"score_gpt":0.4434227164504141,"score_spread":0.358941985896555,"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."}}