{"id":"W4411557143","doi":"10.3390/youth5030062","title":"Navigating Complexity: Ethical and Methodological Insights from a Trauma-Informed Participatory Action Research Study with Young People in Sport for Development","year":2025,"lang":"en","type":"article","venue":"Youth","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"York University","keywords":"Participatory action research; Reflexivity; Action research; Citizen journalism; Engineering ethics; Action (physics); Sociology; Psychology; Public relations; Political science; Social science; Pedagogy; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.1768168,0.001174044,0.001449043,0.004260101,0.02986807,0.02673531,0.004301088,0.007778272,0.002426182],"category_scores_gemma":[0.1516619,0.001526138,0.001148405,0.004349746,0.06264242,0.01343279,0.02740719,0.01112758,0.0003566177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01327215,"about_ca_system_score_gemma":0.03224517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006220915,"about_ca_topic_score_gemma":0.01378184,"domain_scores_codex":[0.7472303,0.230278,0.004490495,0.004375526,0.008533612,0.005092106],"domain_scores_gemma":[0.7850257,0.1840364,0.00912502,0.007459308,0.008823156,0.005530508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002545593,0.00008573143,0.001341114,0.0002923361,0.00001053626,0.0008670876,0.9641427,0.0000909188,0.0002320265,0.02594315,0.000503873,0.006465149],"study_design_scores_gemma":[0.00002305709,0.0000770502,0.000821,0.001025607,0.00002574946,0.0005597399,0.943669,0.0002675964,0.0004018893,0.0291606,0.02394233,0.00002645748],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6342328,0.008352318,0.1645039,0.1348014,0.001447334,0.007104912,0.0003479505,0.0001112453,0.04909824],"genre_scores_gemma":[0.9489744,0.002682823,0.03303986,0.00702185,0.0001787153,0.005072299,0.00005426681,0.00008701286,0.002888707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1768168,"threshold_uncertainty_score":0.9351076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6085573433747425,"score_gpt":0.5552165723429806,"score_spread":0.05334077103176194,"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."}}