{"id":"W4390955306","doi":"10.1177/16094069241227852","title":"How to Encourage Inclusion in a Qualitative Research Project Using a Design-Based Research Methodology","year":2024,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Inclusion (mineral); Context (archaeology); Process (computing); Qualitative research; Exploratory research; Computer science; Sociology; Engineering ethics; Knowledge management; Management science; Engineering; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5300469,0.002751949,0.003816232,0.006820844,0.01732742,0.02144148,0.007341429,0.01530298,0.007894856],"category_scores_gemma":[0.5194278,0.004198686,0.004270636,0.004297914,0.03620613,0.02345867,0.02153565,0.01960218,0.00676379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01192017,"about_ca_system_score_gemma":0.0440561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002836375,"about_ca_topic_score_gemma":0.003815826,"domain_scores_codex":[0.2278016,0.707457,0.01739377,0.01079563,0.03284366,0.003708285],"domain_scores_gemma":[0.3682274,0.4947814,0.02041387,0.05600718,0.04829206,0.01227814],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004570706,0.0009302395,0.002121458,0.009532876,0.0002989325,0.001792118,0.6937919,0.001832006,0.00826602,0.1019224,0.03057671,0.1484782],"study_design_scores_gemma":[0.001313456,0.00114502,0.001414637,0.02352623,0.0002445076,0.001919526,0.1964854,0.004067378,0.00691866,0.2322333,0.5301296,0.0006022665],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02655693,0.003281746,0.6964655,0.1554344,0.004940104,0.08521472,0.0004208171,0.001075038,0.02661068],"genre_scores_gemma":[0.06857975,0.001641981,0.7565851,0.02600202,0.0005460043,0.1426019,0.0001568636,0.0004195743,0.003466922],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4699531,"threshold_uncertainty_score":0.5795358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.986710684881083,"score_gpt":0.8371005071206294,"score_spread":0.1496101777604536,"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."}}