{"id":"W1873801626","doi":"10.24059/olj.v12i2.1700","title":"THE CHALLENGES OF TRANSNATIONAL ONLINE LEARNING","year":2019,"lang":"en","type":"article","venue":"Online Learning","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Royal Roads University","keywords":"Online learning; Political science; Internet privacy; Computer science; Psychology; World Wide Web","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005772508,0.0000638419,0.0000998883,0.00003145636,0.0003790919,0.00002309249,0.000173413,0.00005027462,0.0003025383],"category_scores_gemma":[0.000214457,0.00005110721,0.00004468089,0.0001530135,0.00007277221,0.00009573755,0.00001585981,0.0002789763,0.00003685935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004830421,"about_ca_system_score_gemma":0.0002329652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007690152,"about_ca_topic_score_gemma":0.0005924096,"domain_scores_codex":[0.9988865,0.0001725135,0.0001846308,0.000133112,0.0004345402,0.0001886603],"domain_scores_gemma":[0.9992641,0.0003396844,0.0001444457,0.00007068125,0.0001395136,0.00004154083],"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":[0.00002673794,0.0002763639,0.157075,0.00003211588,0.00005641463,8.82718e-7,0.07022777,0.003953737,0.0003545339,0.5882574,0.0002153849,0.1795237],"study_design_scores_gemma":[0.0001673137,0.00003617652,0.2162895,0.00002188281,0.000003363801,2.552594e-7,0.02306062,0.0001400302,0.00001535097,0.0004847361,0.7596987,0.00008203891],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9534615,0.000911543,0.00002975457,0.03071648,0.0003488741,0.0001016858,0.000002325701,0.00004693459,0.01438095],"genre_scores_gemma":[0.9749895,0.001188881,0.0007989928,0.00006464736,0.0002066598,0.000003267269,0.00001785592,0.000008630685,0.02272156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7594833,"threshold_uncertainty_score":0.3312582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02140454264177695,"score_gpt":0.3276172851739776,"score_spread":0.3062127425322007,"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."}}