{"id":"W2969952451","doi":"10.5430/ijhe.v8n5p143","title":"How to Supervise International PhD Students: A Narrative Inquiry Study","year":2019,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Doctoral Education Challenges and Solutions","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Empowerment; Psychology; Supervisor; Narrative inquiry; Pedagogy; Medical education; Mathematics education; Management; Political science; Medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009976423,0.0005400296,0.0005341832,0.001078279,0.008148649,0.004837995,0.001161573,0.001530349,0.001791828],"category_scores_gemma":[0.01527646,0.0003831908,0.0002890137,0.0008037729,0.004420673,0.003962793,0.00384786,0.003014767,0.0003267303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003704225,"about_ca_system_score_gemma":0.004157855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002419414,"about_ca_topic_score_gemma":0.005218952,"domain_scores_codex":[0.9946213,0.003855809,0.0001944493,0.0003050195,0.0004650004,0.0005583745],"domain_scores_gemma":[0.9886281,0.006221355,0.001081417,0.0002575359,0.001161215,0.002650361],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003166824,0.00009963718,0.004461566,0.0001476799,0.000004939348,0.001320031,0.9808022,0.00004798678,0.0007275537,0.002643309,0.00175105,0.007962363],"study_design_scores_gemma":[0.000004714034,0.00007851608,0.00171279,0.0002054264,0.000005563332,0.0006055663,0.9664748,0.0001253636,0.0003619484,0.0004102626,0.03000212,0.0000129827],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728914,0.001682798,0.004707651,0.00782624,0.0002010887,0.0004141763,0.0001216803,0.00002536012,0.01212962],"genre_scores_gemma":[0.9898946,0.00173205,0.002288737,0.0007840913,0.00007392559,0.0002692157,0.0000473507,0.00001321155,0.004896883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9900236,"threshold_uncertainty_score":0.05276096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2241272875323619,"score_gpt":0.5747421230595023,"score_spread":0.3506148355271405,"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."}}