{"id":"W2104585007","doi":"10.19173/irrodl.v12i4.847","title":"'Remote from what?' Perspectives of distance learning students in remote rural areas of Scotland","year":2011,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distance education; TUTOR; Context (archaeology); Perception; Geographical distance; Sociology; Pedagogy; Rural area; Psychology; Social psychology; Mathematics education; Geography; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003260712,0.0005092825,0.001215291,0.001559525,0.01310818,0.009010587,0.001407153,0.00238037,0.005165687],"category_scores_gemma":[0.004994292,0.0004519325,0.0005293543,0.001647258,0.007950689,0.003997078,0.007194221,0.004315315,0.0007073568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00503111,"about_ca_system_score_gemma":0.004320752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04799778,"about_ca_topic_score_gemma":0.09202706,"domain_scores_codex":[0.9951598,0.002378205,0.000117341,0.0002479144,0.0005891171,0.001507592],"domain_scores_gemma":[0.9949174,0.001456384,0.0006192827,0.00008754294,0.000425563,0.002493906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002851512,0.0000678866,0.004434962,0.0000780378,0.000006657751,0.00108738,0.9879422,0.00001579617,0.0003662993,0.0008511124,0.001018952,0.004102287],"study_design_scores_gemma":[0.000002823498,0.00007194123,0.003457299,0.00004094247,0.000003544102,0.0002108914,0.9877622,0.000009221343,0.00003163626,0.0001025262,0.00829712,0.000009805879],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802452,0.001458725,0.0001453492,0.009037699,0.0001264374,0.00003049025,0.00004509787,0.000009308451,0.008901745],"genre_scores_gemma":[0.9917835,0.001226238,0.00007779343,0.002215833,0.00005814435,0.00002063716,0.00002056823,0.00000871946,0.004588526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04799778,"threshold_uncertainty_score":0.09543681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1404485583086655,"score_gpt":0.4935888666886262,"score_spread":0.3531403083799606,"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."}}