{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001715759,0.0004618303,0.0005120433,0.001001501,0.02784636,0.005245429,0.001964431,0.002139014,0.003954438],"category_scores_gemma":[0.00298301,0.0002961697,0.00036056,0.00183621,0.005971889,0.001482803,0.005423601,0.002422091,0.0004350647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02141559,"about_ca_system_score_gemma":0.03078542,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7853522,"about_ca_topic_score_gemma":0.940864,"domain_scores_codex":[0.9980001,0.000598885,0.00004944903,0.0001639844,0.0003425866,0.0008449354],"domain_scores_gemma":[0.9976535,0.0004989837,0.0001991078,0.00007169822,0.0003444848,0.001232218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000578101,0.000165722,0.02759311,0.0001121592,0.000008838536,0.01192466,0.9372596,0.0001061314,0.0008130081,0.002817861,0.002238767,0.01690236],"study_design_scores_gemma":[0.000002763785,0.00003875972,0.007794931,0.00007091148,0.000005336035,0.0006883704,0.9751381,0.00007588178,0.00009117788,0.0001408747,0.0159382,0.00001464725],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906058,0.0002975777,0.0002405782,0.001541122,0.00004911852,0.00005745435,0.00004376761,0.000007026157,0.007157586],"genre_scores_gemma":[0.9856412,0.0008078691,0.0005306359,0.0007782724,0.00001800535,0.00003861313,0.00004051371,0.00001973144,0.01212518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2146478,"threshold_uncertainty_score":0.4318237,"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."}}