{"id":"W2142723890","doi":"10.5539/ies.v2n3p47","title":"A Qualitative Study of Postgraduate Students’ Learning Experiences in Malaysia","year":2009,"lang":"en","type":"article","venue":"International Education Studies","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coursework; Qualitative research; Psychology; Diversity (politics); Medical education; Narrative; Public university; Pedagogy; Higher education; Mathematics education; Sociology; Medicine; Political science; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01091427,0.0008043169,0.0009278826,0.001768349,0.007529201,0.0033612,0.001498627,0.001658634,0.002902494],"category_scores_gemma":[0.01479981,0.0007594277,0.0005798842,0.00193512,0.006164716,0.003430947,0.004144811,0.002754508,0.0004485973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004422659,"about_ca_system_score_gemma":0.005611284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004818273,"about_ca_topic_score_gemma":0.009687589,"domain_scores_codex":[0.992113,0.004980763,0.0003691673,0.0003924193,0.0007442109,0.001400452],"domain_scores_gemma":[0.9832469,0.01018108,0.001720392,0.0004965646,0.001252801,0.003102287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003489036,0.0001000982,0.005040839,0.0001438335,0.000004101179,0.0006589291,0.9869292,0.00003473849,0.00102232,0.0003891166,0.0002913918,0.005350633],"study_design_scores_gemma":[0.000003485901,0.0001584297,0.003914013,0.0001076281,0.000002907913,0.0003241074,0.9901958,0.00004114124,0.000440457,0.00008718475,0.004710304,0.00001459898],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943082,0.0003561086,0.001016829,0.0009305436,0.00004293375,0.0001918543,0.0001003432,0.00001604778,0.003037289],"genre_scores_gemma":[0.9964897,0.0004829863,0.0006014825,0.000316524,0.00001851689,0.0001758916,0.00004031461,0.000009096919,0.001865377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01091427,"threshold_uncertainty_score":0.05772084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.306006610941404,"score_gpt":0.6336128360103739,"score_spread":0.3276062250689699,"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."}}