{"id":"W4386161726","doi":"10.3389/feduc.2023.1217091","title":"Positive aspects of sport for fostering strong STEM identities","year":2023,"lang":"en","type":"article","venue":"Frontiers in Education","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Engineering ethics; Computer science; Engineering; Political science; Psychology","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":[0.001534581,0.0004172885,0.0002407216,0.0007387351,0.003548851,0.004170849,0.0006022697,0.0009440545,0.01960215],"category_scores_gemma":[0.002159325,0.0001579958,0.0004043996,0.0003152328,0.002269964,0.001389755,0.00548822,0.001571011,0.002421471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007505947,"about_ca_system_score_gemma":0.001708824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042782,"about_ca_topic_score_gemma":0.009113955,"domain_scores_codex":[0.9988219,0.000546078,0.00002064699,0.00008550148,0.0003082503,0.0002176399],"domain_scores_gemma":[0.998507,0.0002027809,0.0001509716,0.00006100747,0.000150349,0.0009280114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005396957,0.004934171,0.07914286,0.002625211,0.0002489873,0.002252325,0.09218027,0.0004100119,0.02132911,0.07883915,0.06280043,0.6546978],"study_design_scores_gemma":[0.0001471945,0.001612066,0.1789958,0.003181161,0.0002949449,0.002660186,0.1346565,0.001059881,0.005233594,0.04946987,0.6225265,0.0001622178],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6263347,0.004522778,0.007935501,0.02184773,0.001909255,0.000326912,0.0001949301,0.0001903467,0.3367379],"genre_scores_gemma":[0.9465666,0.003686053,0.01222391,0.002881713,0.0002897093,0.0001731655,0.0001328659,0.00008501588,0.03396083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01960215,"threshold_uncertainty_score":0.06557572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03089756655981778,"score_gpt":0.3238009563034799,"score_spread":0.2929033897436621,"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."}}