{"id":"W1581881696","doi":"10.26522/brocked.v18i1.32","title":"Graduate education in Canada and China: What enrolment data tells us","year":2008,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"China; Graduate education; Workforce; Discipline; Politics; Graduate students; Political science; Economic growth; Higher education; Sociology; Economics; Social science; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009420808,0.0002310335,0.0005696458,0.004420516,0.001924226,0.001481262,0.0007308595,0.0003474296,0.002467372],"category_scores_gemma":[0.005604565,0.0001300732,0.0003819531,0.01022985,0.0007354649,0.0007595685,0.001275035,0.0008109852,0.0002900773],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01732378,"about_ca_system_score_gemma":0.03121858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9844863,"about_ca_topic_score_gemma":0.9911624,"domain_scores_codex":[0.9985,0.00005614714,0.00006062309,0.0001752358,0.0006961671,0.0005118893],"domain_scores_gemma":[0.9926287,0.0007023479,0.0009134982,0.0002357413,0.003482246,0.00203749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009578764,0.00004396592,0.9362614,0.0001426388,0.00005529554,0.000111944,0.003416753,0.0003213621,0.0002663744,0.001826956,0.01172012,0.04573744],"study_design_scores_gemma":[0.000002157437,0.00001102551,0.9889922,0.00004021265,0.00001104926,0.00001597541,0.001689178,0.0002110958,0.00009445734,0.00006826424,0.008851751,0.00001268866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555227,0.002080489,0.0003471216,0.005078562,0.00005085875,0.00003439786,0.02075542,0.00005527788,0.0160753],"genre_scores_gemma":[0.9791201,0.002054537,0.0003582823,0.000520791,0.00003174795,0.00002306772,0.01375526,0.00001829801,0.004117827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9826762,"threshold_uncertainty_score":0.1256934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03474898937977053,"score_gpt":0.3154800511559721,"score_spread":0.2807310617762016,"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."}}