{"id":"W6990976473","doi":"","title":"Examining equity, diversity, and inclusion in talent identification and talent development in youth soccer in Canada: coaches’ perspectives","year":2023,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"University of Manitoba","keywords":"Talent development; Identification (biology); Thematic analysis; Talent management; Positive Youth Development; Process (computing)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.005734886,0.0003725881,0.0006003901,0.002914182,0.03050059,0.008643895,0.001865246,0.001028066,0.00265064],"category_scores_gemma":[0.007456679,0.000401794,0.0003920511,0.004468662,0.01027372,0.002111544,0.007860242,0.002432685,0.0001063841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08509558,"about_ca_system_score_gemma":0.1729351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.986992,"about_ca_topic_score_gemma":0.9941061,"domain_scores_codex":[0.9940612,0.001189742,0.0001568666,0.0003877759,0.001571161,0.002633194],"domain_scores_gemma":[0.9918961,0.001505851,0.0005556605,0.0001238122,0.002884479,0.00303415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005058208,0.00007320017,0.1152158,0.000201681,0.00001973067,0.0008213248,0.8583487,0.0001450441,0.0006553364,0.004460322,0.00240016,0.01760809],"study_design_scores_gemma":[0.000002066752,0.00001537668,0.0517875,0.0001692088,0.00001063492,0.00008585689,0.9385754,0.0001035433,0.0001310196,0.0002438459,0.008854238,0.00002121857],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774377,0.001051377,0.0003004768,0.005102289,0.00004603397,0.00006098079,0.0001928905,0.000007817804,0.01580037],"genre_scores_gemma":[0.9973411,0.0005228888,0.000180402,0.00032731,0.000004615828,0.00001418997,0.00005342669,0.000005601935,0.001550499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08509558,"threshold_uncertainty_score":0.6174145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06322341572353028,"score_gpt":0.2780788932718044,"score_spread":0.2148554775482741,"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."}}