{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002424769,0.000230514,0.0004825832,0.0004572309,0.0001404292,0.0001046933,0.0003031828,0.0002382698,0.00002770615],"category_scores_gemma":[0.00004373418,0.0002229272,0.00004414771,0.001475552,0.0005004441,0.001723905,0.0004453005,0.0003302358,6.353602e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004339115,"about_ca_system_score_gemma":0.0003145043,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006175077,"about_ca_topic_score_gemma":0.6095552,"domain_scores_codex":[0.9983793,0.0003649342,0.0001786415,0.0004304201,0.0002124399,0.0004342776],"domain_scores_gemma":[0.9992813,0.0001322098,0.0001868009,0.0001596018,0.00006226768,0.0001777657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000388589,0.0001481145,0.9466013,0.00004877348,0.00003278843,0.0000276472,0.0386243,0.000004531972,0.00002650356,0.008248717,0.004902589,0.0009461207],"study_design_scores_gemma":[0.002110295,0.0001363,0.4105274,0.0002474855,0.000005624745,0.0000015554,0.531411,0.000008849339,0.00001124144,0.0003074431,0.0550161,0.0002166536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811787,0.00007263691,0.000003999081,0.001599129,0.0001335462,0.000821554,0.0003880471,0.00002972211,0.01577264],"genre_scores_gemma":[0.9971952,0.0003470899,0.00005070808,0.00004578163,0.00001114976,6.637044e-7,0.00001315759,0.000006858394,0.002329417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6033801,"threshold_uncertainty_score":0.9334911,"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."}}