{"id":"W2945422307","doi":"10.25316/ir-7055","title":"How do recent graduates of secondary schools in India, now attending university programs in Vancouver Island University, perceive their preparedness to be competitive in a global context, in terms of their functional technological skill set; as examined across both urban and rural and public and private schools?","year":2019,"lang":"en","type":"article","venue":"VIUSpace (Vancouver Island University Library)","topic":"Global Education Systems and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Context (archaeology); Medical education; Political science; Sociology; Medicine; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001178309,0.0001626593,0.000249693,0.0007626416,0.001601255,0.005465984,0.0004841817,0.001007775,0.003628006],"category_scores_gemma":[0.003986291,0.000229415,0.0002943992,0.0008715483,0.002143116,0.001356059,0.00105587,0.001821688,0.0009232594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001555521,"about_ca_system_score_gemma":0.002146445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07277904,"about_ca_topic_score_gemma":0.1709346,"domain_scores_codex":[0.9993856,0.0001127033,0.00002441758,0.0000416414,0.0001550724,0.0002805584],"domain_scores_gemma":[0.9955003,0.0005123718,0.001397571,0.00008992761,0.0006451044,0.001854719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006768372,0.0003573169,0.8831152,0.00006378242,0.00004040601,0.0002290805,0.100248,0.00005203933,0.0006271116,0.0006177422,0.00190949,0.01267214],"study_design_scores_gemma":[0.000004119272,0.0001068757,0.7073255,0.0000477466,0.00001367912,0.00008762544,0.2895318,0.0000562497,0.000125123,0.0001094198,0.002573121,0.00001872071],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973302,0.00005504744,0.00001242323,0.0005927146,0.00001178759,0.000004241169,0.00003236171,0.000001201119,0.001960026],"genre_scores_gemma":[0.9981993,0.0001643721,0.00001991437,0.0003127443,0.000006099561,0.000004533458,0.00004085189,0.000001546862,0.001250625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9272209,"threshold_uncertainty_score":0.1447109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462012222611824,"score_gpt":0.2248436762749698,"score_spread":0.2102235540488516,"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."}}