{"id":"W2335841102","doi":"10.11575/ajer.v59i3.55751","title":"Distance Students as Virtual Migrants: A Case Study from Atlantic Canada","year":2013,"lang":"en","type":"article","venue":"University of Calgary","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Distance education; Sociology; Humanities; Pedagogy; Ethnology; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.00009699735,0.00005963228,0.0001218803,0.0000264128,0.0003579161,0.00001861197,0.0002705111,0.0000343021,0.0007087357],"category_scores_gemma":[0.00003204023,0.00006711972,0.0000289007,0.0001142915,0.00009509653,0.0001597833,0.00007188861,0.0001056764,0.00003007688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001058593,"about_ca_system_score_gemma":0.0005632683,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972661,"about_ca_topic_score_gemma":0.992762,"domain_scores_codex":[0.9990627,0.0001542682,0.00007081759,0.000144423,0.0004136284,0.0001541673],"domain_scores_gemma":[0.9995674,0.0000985993,0.00005682019,0.0001074442,0.00005859837,0.0001111601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000275052,0.0003427872,0.9535972,0.000003634882,0.0001000451,0.006395428,0.01984592,0.000004730587,0.000009641734,0.0004051792,0.003050023,0.01621792],"study_design_scores_gemma":[0.001583188,0.0002269131,0.1395793,0.00004209509,0.0001083792,0.000012779,0.7382266,0.0001536446,0.000002501901,0.0001017885,0.1196775,0.0002852817],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961366,0.00002137694,0.00006972428,0.0002555159,0.00008396884,0.0002047402,0.00000406888,0.00001900675,0.00320501],"genre_scores_gemma":[0.9964893,0.00001111022,0.0001320031,0.00003019038,0.00003103682,1.16197e-7,0.000004565326,0.000002960017,0.00329866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8140179,"threshold_uncertainty_score":0.7760159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007586662324279856,"score_gpt":0.2504184567374299,"score_spread":0.24283179441315,"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."}}