{"id":"W2347213529","doi":"","title":"Comparison on Concept of Vocational Education in Canada and China","year":2011,"lang":"en","type":"article","venue":"The Guide of Science & Education","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocational education; China; Feeling; Sight; Mathematics education; Pedagogy; Psychology; Sociology; Political science; Social psychology; Law","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":[0.00126723,0.00007113875,0.0001123564,0.0001892502,0.0001187855,0.00001944606,0.0008294851,0.00001474792,0.00002065473],"category_scores_gemma":[0.0001798962,0.00005554121,0.00001190858,0.0007200802,0.000390046,0.000332369,0.00004429595,0.0000899822,0.000001360812],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002199716,"about_ca_system_score_gemma":0.02220036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6278287,"about_ca_topic_score_gemma":0.07498471,"domain_scores_codex":[0.9988374,0.0001259259,0.0003381495,0.000217445,0.0003528548,0.0001282463],"domain_scores_gemma":[0.9989661,0.00009841178,0.0002511473,0.0004263757,0.0001911727,0.00006681032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000004526851,0.0005521963,0.06851407,0.00001440208,0.000002537139,2.52197e-8,0.04128911,0.00004152127,0.001106241,0.4358091,0.0023146,0.4503517],"study_design_scores_gemma":[0.00004732556,0.00003122837,0.9778528,0.00003865186,0.000002195886,0.000002422061,0.002199697,0.0004702574,0.01417634,0.004423453,0.00069006,0.00006555164],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687212,0.0001566832,0.005472154,0.001265769,0.001418224,0.0001719978,7.467342e-7,0.00000788641,0.02278537],"genre_scores_gemma":[0.961367,0.000004716514,0.03802969,0.0001959277,0.00002612083,0.000007898624,0.000001265525,0.000002329392,0.0003651128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9093388,"threshold_uncertainty_score":0.9833429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03940394607038283,"score_gpt":0.3631880671780455,"score_spread":0.3237841211076626,"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."}}