{"id":"W2805467866","doi":"10.46743/2160-3715/2018.3098","title":"Critical Reflections in International Contexts: PolyEthnographic Accounts of an International Doctoral Research Seminar","year":2018,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"General partnership; Sociology; International education; China; Power (physics); Pedagogy; Meaning (existential); Salient; International studies; Higher education; Political science; Social science; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01938539,0.00223876,0.00129115,0.003995753,0.03527164,0.009953602,0.003479695,0.004256731,0.004948167],"category_scores_gemma":[0.04363762,0.001193796,0.0007185613,0.004594365,0.03174911,0.006028923,0.01453477,0.01219763,0.0009386878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02514602,"about_ca_system_score_gemma":0.01627904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1024244,"about_ca_topic_score_gemma":0.1802928,"domain_scores_codex":[0.9681369,0.0243467,0.0005168389,0.001732813,0.002250001,0.003016792],"domain_scores_gemma":[0.9517829,0.03434173,0.001814016,0.002127777,0.004764779,0.00516877],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001956761,0.00001880454,0.0003333028,0.00003390929,0.000002301056,0.000347611,0.9945704,0.00003024025,0.000276068,0.002077952,0.0009837826,0.001306023],"study_design_scores_gemma":[0.000003944936,0.00001352656,0.0003663888,0.0000990655,0.000003542033,0.0001573919,0.9749962,0.00006638416,0.0002369377,0.0004660008,0.02357197,0.00001864866],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8785558,0.002312042,0.0145336,0.02194859,0.0009891662,0.001235772,0.000666305,0.0002262213,0.07953255],"genre_scores_gemma":[0.9706915,0.001495308,0.002948782,0.002910443,0.0002571962,0.0007368391,0.0002008553,0.0002860818,0.02047299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9806146,"threshold_uncertainty_score":0.2036564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5005804275912945,"score_gpt":0.6915712521380787,"score_spread":0.1909908245467842,"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."}}