{"id":"W2014591634","doi":"10.5539/hes.v2n2p79","title":"An Analysis of Taiwanese Aboriginal Students’ Educational Aspirations","year":2012,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber Polytechnic","funders":"","keywords":"Club; Higher education; Vocational education; Psychology; Interpersonal communication; Medical education; Pedagogy; Social psychology; Political science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007104002,0.0001408691,0.0001850909,0.001361191,0.000668703,0.0004702207,0.00020742,0.0001766781,0.001079034],"category_scores_gemma":[0.002185354,0.00009602263,0.000299714,0.001611543,0.0001920505,0.000226155,0.0006121146,0.0002763628,0.0002565401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005892736,"about_ca_system_score_gemma":0.0009675845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09917982,"about_ca_topic_score_gemma":0.1214027,"domain_scores_codex":[0.9996823,0.00007841,0.00003618503,0.00004726985,0.00006703782,0.00008873313],"domain_scores_gemma":[0.9986272,0.0001980533,0.0003458156,0.00008982592,0.0003773436,0.000361761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002650189,0.00002300128,0.9940701,0.00001514201,0.00002419302,0.00008069617,0.002265665,0.00003688495,0.0002641062,0.00004130481,0.0001129837,0.003039521],"study_design_scores_gemma":[6.710619e-7,0.00001979209,0.9971266,0.000004323581,0.000006230032,0.00002174126,0.002505368,0.0001221912,0.00003372262,0.000009269716,0.0001480028,0.000002069123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994581,0.00002098769,0.00002371389,0.00001803311,7.310384e-7,0.000003671318,0.000151413,8.428078e-7,0.0003224721],"genre_scores_gemma":[0.9995233,0.00002450413,0.00004299199,0.000004330185,9.226567e-7,0.000005416118,0.0002593943,4.959521e-7,0.0001385319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09917982,"threshold_uncertainty_score":0.197205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08774045362123603,"score_gpt":0.5394603014852493,"score_spread":0.4517198478640132,"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."}}