{"id":"W4322751894","doi":"10.55982/openpraxis.14.4.499","title":"Quality Education Beyond Borders: An International Content Analysis for Transnational Distance Education","year":2022,"lang":"en","type":"article","venue":"Open Praxis","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Internationalization; Distance education; Globalization; Typology; Higher education; International education; Quality (philosophy); Dimension (graph theory); Content analysis; Economic geography; Internationalization of Higher Education; Public relations; Knowledge management; Sociology; Political science; Regional science; Business; Economic growth; Pedagogy; Economics; Social science; Computer science; International trade","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":[0.005460357,0.0003456954,0.0003519266,0.01149795,0.001297665,0.004942193,0.0004504424,0.0003751729,0.003240499],"category_scores_gemma":[0.02194043,0.000169259,0.0007151687,0.01263318,0.001651637,0.004957919,0.003452342,0.0008918457,0.0003059935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003436289,"about_ca_system_score_gemma":0.004259298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007536248,"about_ca_topic_score_gemma":0.00589139,"domain_scores_codex":[0.9970884,0.001307053,0.0003290211,0.0003434568,0.0006780904,0.0002540403],"domain_scores_gemma":[0.9847668,0.008503914,0.001720763,0.0008674284,0.003713486,0.0004275539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002706946,0.0004432676,0.3584847,0.001319971,0.0002439526,0.0005819884,0.2212878,0.001617706,0.005031282,0.0430773,0.005713861,0.3619276],"study_design_scores_gemma":[0.00004735954,0.0003212441,0.5214302,0.001544172,0.0003414151,0.000499654,0.3606871,0.02313799,0.003458695,0.0231368,0.0652662,0.0001292703],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313493,0.0003988109,0.03828037,0.0008549789,0.00007235791,0.001530776,0.002020857,0.0001351559,0.02535735],"genre_scores_gemma":[0.9542651,0.0003793643,0.03844549,0.0001099593,0.0000234076,0.001414413,0.002417351,0.00009749624,0.002847434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01149795,"threshold_uncertainty_score":0.02887744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07323256910212726,"score_gpt":0.4445590223845116,"score_spread":0.3713264532823843,"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."}}