{"id":"W7088409591","doi":"10.17605/osf.io/hgw5q","title":"Ultimate Frisbee Scoping Review","year":2025,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Athletes; Human factors and ergonomics; Poison control; Order (exchange); Football; Injury prevention","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009207348,0.0002425328,0.0005268594,0.0001932465,0.0002306492,0.0003707355,0.00357411,0.000223003,0.08537145],"category_scores_gemma":[0.0005145462,0.0001820071,0.0000524426,0.001036916,0.0003813511,0.0001962062,0.0004783694,0.0003628705,0.002359011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004151151,"about_ca_system_score_gemma":0.0009191519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02072231,"about_ca_topic_score_gemma":0.009593312,"domain_scores_codex":[0.9980594,0.00006228252,0.0002619849,0.0007521331,0.0003554088,0.0005088252],"domain_scores_gemma":[0.9986931,0.0001563495,0.0002139893,0.0007410606,0.00003745272,0.0001580376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007890743,0.00001117763,0.004498214,0.002116296,0.00001498756,0.00002859593,0.000009071977,0.000004091983,8.082689e-7,0.001499711,0.4540253,0.5377839],"study_design_scores_gemma":[0.00007443562,0.00005528869,0.00092606,0.1378079,0.00003388806,0.00001277215,0.00001276099,0.0000595224,0.000005495668,0.002263437,0.858214,0.0005345059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001493385,0.01798503,0.00027661,0.000438141,0.0009479172,0.001106429,0.0001661353,0.00006953074,0.9790087],"genre_scores_gemma":[0.00005999518,0.0323875,0.01289579,0.006450481,0.0002155349,0.000009076128,0.0001644092,0.00002141162,0.9477958],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5372494,"threshold_uncertainty_score":0.9984178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02369990176585942,"score_gpt":0.3213402156828316,"score_spread":0.2976403139169722,"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."}}