{"id":"W2922657979","doi":"","title":"Positionality, Reflexivity, Creativity: Some Challenges and Tools for Researchers in Cross-cultural and International Projects.","year":2019,"lang":"en","type":"article","venue":"2019 Conference of the Canadian Society for the Study of Education","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reflexivity; Creativity; Sociology; Privilege (computing); Pedagogy; Visual arts; Media studies; Social science; Political science; Art","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.263425,0.001886164,0.002537649,0.009405718,0.02739694,0.0637745,0.008293826,0.01142754,0.003057145],"category_scores_gemma":[0.2140772,0.002065909,0.001247875,0.01338565,0.1666736,0.0661787,0.03858851,0.01765424,0.0007669784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01154354,"about_ca_system_score_gemma":0.04185987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006275838,"about_ca_topic_score_gemma":0.01000647,"domain_scores_codex":[0.7311186,0.2421427,0.007630649,0.004976394,0.01008065,0.004051003],"domain_scores_gemma":[0.5717151,0.3657317,0.008855685,0.02669952,0.01485153,0.01214648],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002304596,0.00005923409,0.0009876334,0.0009152844,0.00002804713,0.0004152181,0.7257425,0.0000608236,0.0002016095,0.2161397,0.004408994,0.0510179],"study_design_scores_gemma":[0.0000192377,0.00004754213,0.0005203414,0.002644324,0.00001762375,0.0006279964,0.7421045,0.0002034686,0.0001919217,0.171332,0.08223548,0.0000554525],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.05657287,0.1286586,0.1935631,0.4894293,0.007651906,0.001689151,0.0001428787,0.0008205646,0.1214716],"genre_scores_gemma":[0.7480263,0.02997213,0.1828478,0.02002567,0.001613011,0.005244043,0.0001025109,0.000486154,0.01168244],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.736575,"threshold_uncertainty_score":0.9083281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3450465876231185,"score_gpt":0.5127698917761823,"score_spread":0.1677233041530638,"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."}}