{"id":"W2351233874","doi":"","title":"Case Study of \"Integrated Dual University-school Mode\" in Canada and Australia","year":2011,"lang":"en","type":"article","venue":"Journal of Hebei Radio & TV University","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Dual (grammatical number); The Internet; Open university; Dual mode; Engineering; Sociology; Quality (philosophy); Distance education; University campus; Pedagogy; Political science; Civil engineering; Computer science; World Wide Web; Art","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":[0.0003765566,0.00008300886,0.0002079249,0.0002901877,0.00007564219,0.000009626599,0.0003622696,0.00003110866,0.0000456163],"category_scores_gemma":[0.00002020905,0.00008374992,0.00003373707,0.0003982425,0.00002878598,0.0004344338,0.00006553869,0.000311161,3.809505e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005935744,"about_ca_system_score_gemma":0.001171023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8846505,"about_ca_topic_score_gemma":0.61779,"domain_scores_codex":[0.9989707,0.000432021,0.0001776711,0.0001273266,0.0001708902,0.0001213574],"domain_scores_gemma":[0.9992134,0.00005947063,0.0002198261,0.0001729079,0.0001308774,0.000203505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001522652,0.0007808093,0.91637,0.00001371573,0.0001591255,0.04564014,0.03138803,0.0002791011,0.00009746233,0.001488975,0.001661982,0.001968405],"study_design_scores_gemma":[0.004817499,0.0008505328,0.8758304,0.00005124236,0.0001392074,0.00827212,0.1037083,0.001593253,0.0002009346,0.00009509808,0.004050798,0.0003906214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945741,0.000008797004,0.004904305,0.0000422531,0.0002284656,0.00005650298,0.000002888327,0.00000503586,0.0001776252],"genre_scores_gemma":[0.9852623,0.000005608483,0.014235,0.00001050791,0.00001004626,6.645479e-9,1.136546e-7,0.000002067571,0.0004742985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2668605,"threshold_uncertainty_score":0.3891843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05145184664111941,"score_gpt":0.2708361238774245,"score_spread":0.2193842772363051,"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."}}