{"id":"W930062504","doi":"10.4018/978-1-4666-0206-9.ch005","title":"Transnational Distance Learning","year":2012,"lang":"en","type":"book-chapter","venue":"Advances in educational marketing, administration, and leadership book series","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Political science; Distance education; Section (typography); Geography; Pedagogy; Sociology; Business; Advertising","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001351891,0.0003279617,0.0002969073,0.0001762281,0.0007429152,0.0001292875,0.0001891296,0.0003082007,0.003651674],"category_scores_gemma":[0.0005723099,0.0003840722,0.00008243069,0.00007720303,0.0008711626,0.002116245,0.00001335529,0.0007057285,0.00001455016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001639142,"about_ca_system_score_gemma":0.001784577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003815456,"about_ca_topic_score_gemma":0.002493563,"domain_scores_codex":[0.9977224,0.0002725054,0.0005044587,0.0004643463,0.000586145,0.0004501693],"domain_scores_gemma":[0.9979756,0.001141976,0.0003828369,0.000122957,0.0001969954,0.0001795676],"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":[0.000128248,0.00004411736,0.005194722,0.0001978879,0.00001637819,0.000001945422,0.003138129,0.00001240618,8.807892e-7,0.9810675,0.0003623638,0.009835384],"study_design_scores_gemma":[0.0001270336,0.00004847003,0.002182099,0.0001867143,0.000027495,0.000009192995,0.006622154,0.000001662312,0.000001810545,0.02051835,0.9698575,0.0004175067],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001352455,0.06528348,0.00008627699,0.04891732,0.0006911426,0.0003732829,0.00002704288,0.00008600379,0.8844002],"genre_scores_gemma":[0.09699785,0.020766,0.001690796,0.000260824,0.001949164,0.00005165912,0.000367996,0.00005336975,0.8778623],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9694952,"threshold_uncertainty_score":0.9998611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03499269019567938,"score_gpt":0.311419628207338,"score_spread":0.2764269380116586,"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."}}