{"id":"W6921686109","doi":"10.7488/ds/7924","title":"What's Right with PE: Exploring Positive Narratives in Physical Education","year":2025,"lang":"en","type":"dataset","venue":"University of Edinburgh","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Physical education; Curriculum; Focus group; Focus (optics); Narrative inquiry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001216697,0.0003608514,0.0005824139,0.0009741068,0.0001477665,0.00004917463,0.0006064167,0.0001711186,0.0009337704],"category_scores_gemma":[0.000031385,0.0003956676,0.0001157563,0.0008967334,0.0003635813,0.001827446,0.0002360464,0.0005897,0.000008807767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005523807,"about_ca_system_score_gemma":0.001321655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001598058,"about_ca_topic_score_gemma":0.001032005,"domain_scores_codex":[0.9984629,0.00008405781,0.0001441946,0.0005837282,0.0004402715,0.0002848597],"domain_scores_gemma":[0.9986027,0.0001483448,0.0003079413,0.0005238075,0.0003158964,0.0001013261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000569543,0.0007689635,0.00004204143,0.00003395229,0.0001449898,0.00006996734,0.005970938,0.00002698126,0.00003315647,0.00003138204,0.9921877,0.0001204158],"study_design_scores_gemma":[0.001146871,0.0001925266,0.0001424793,0.002998615,0.0002307734,0.000003271878,0.06373691,0.000008493034,0.0001456084,0.0001341496,0.9307998,0.0004604701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03717661,0.0001371053,0.000006387113,0.000252211,0.0008733218,0.0005837243,0.9575504,0.00004165169,0.003378598],"genre_scores_gemma":[0.002052797,0.0002909844,0.0001313021,0.0000184308,0.0002494276,0.000003021108,0.9930127,0.00001199456,0.004229361],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06138784,"threshold_uncertainty_score":0.9999795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304198695678532,"score_gpt":0.2397122454856685,"score_spread":0.2266702585288832,"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."}}