{"id":"W1524698840","doi":"10.1177/160940690600500209","title":"Methodological Dilemmas Experienced in Researching Indo-Canadian Young Adults' Decision-Making Process to Study the Sciences","year":2006,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Ethnic group; Qualitative research; Process (computing); Sociology; Psychology; Gender studies; Medical education; Social science; Anthropology; Medicine; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05094457,0.00009631941,0.0002127865,0.0007324976,0.0006480028,0.0002736279,0.001381661,0.00004341755,0.000156789],"category_scores_gemma":[0.01964701,0.00006555688,0.00008371608,0.0009471079,0.0004081746,0.000462693,0.0001392764,0.0003019948,0.000003412263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004270445,"about_ca_system_score_gemma":0.0006753462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03131763,"about_ca_topic_score_gemma":0.08255949,"domain_scores_codex":[0.9887363,0.008520864,0.0005358428,0.0002125212,0.001686659,0.0003078142],"domain_scores_gemma":[0.9889969,0.009559549,0.0002591316,0.00006020836,0.0009931693,0.0001310059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003015028,0.0001086268,0.07026643,8.965784e-7,0.00004264216,0.0001034203,0.8565406,0.0002140485,0.00004352974,0.01138788,0.0001122142,0.06087821],"study_design_scores_gemma":[0.0004541011,0.0001527069,0.1224051,0.0001048686,0.000005675827,0.000007743632,0.8067638,0.00003194484,0.000110031,0.06917798,0.0006570839,0.0001289747],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9281844,0.00005502616,0.06275761,0.002701628,0.0007319904,0.0002592716,0.000003704985,0.000005675101,0.00530068],"genre_scores_gemma":[0.807286,0.000002941075,0.1923391,0.0001626461,0.0001729324,0.000008599308,2.200847e-7,0.000002880742,0.00002471828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1295815,"threshold_uncertainty_score":0.9886109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6998533078482704,"score_gpt":0.6794588292544695,"score_spread":0.02039447859380084,"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."}}