{"id":"W6922283881","doi":"10.11575/ajer.v59i1.55678","title":"Fulfilling an ethical obligation: An educative research assistantship","year":2013,"lang":"en","type":"article","venue":"University of Calgary","topic":"Doctoral Education Challenges and Solutions","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Supervisor; Study abroad; Postgraduate research; Field (mathematics); Research methodology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.138643,0.0008939357,0.0009010981,0.00325998,0.03061278,0.02196361,0.004381594,0.006432404,0.004035816],"category_scores_gemma":[0.1624912,0.0009752361,0.001179045,0.00165985,0.04131689,0.01554881,0.01896667,0.01297922,0.001387455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01608558,"about_ca_system_score_gemma":0.06919955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009935073,"about_ca_topic_score_gemma":0.01827408,"domain_scores_codex":[0.7021274,0.2610455,0.004342746,0.00730083,0.01480965,0.01037384],"domain_scores_gemma":[0.767296,0.1218864,0.01921582,0.01599723,0.03216746,0.04343701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008401119,0.0005387269,0.009558656,0.0004808439,0.00005900849,0.002669346,0.8097113,0.0002629884,0.001132409,0.06450748,0.02376299,0.08723234],"study_design_scores_gemma":[0.00005803944,0.0003085044,0.00221496,0.001503209,0.00004425526,0.002586919,0.5813031,0.0007986177,0.0007224266,0.03393837,0.3763804,0.0001412425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3075045,0.01058242,0.1178144,0.3892383,0.005730666,0.002878379,0.00008037738,0.0005953272,0.1655757],"genre_scores_gemma":[0.8763527,0.004130252,0.0629013,0.03433005,0.0009509682,0.001286853,0.0000524274,0.0001522464,0.01984327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.138643,"threshold_uncertainty_score":0.7332228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4016336294606631,"score_gpt":0.5545890314054334,"score_spread":0.1529554019447703,"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."}}