{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00686513,0.001161192,0.002069827,0.01993305,0.001773507,0.004869727,0.001803438,0.002540129,0.05179212],"category_scores_gemma":[0.04768569,0.0006278405,0.002742071,0.01496354,0.0007640881,0.002915643,0.00363875,0.00151438,0.0108364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004992021,"about_ca_system_score_gemma":0.02305509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01850577,"about_ca_topic_score_gemma":0.03691475,"domain_scores_codex":[0.9945215,0.001198505,0.002114694,0.0004045613,0.001487417,0.0002732805],"domain_scores_gemma":[0.9749007,0.01029664,0.004038278,0.0008748746,0.009172548,0.0007168889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001687608,0.00003221173,0.0007495579,0.419063,0.0006866535,0.0004119943,0.001045402,0.0001970071,0.0006067367,0.004706913,0.1641223,0.4082095],"study_design_scores_gemma":[0.00001699785,0.00002271126,0.001035384,0.4779661,0.0007996872,0.0002633969,0.0002827458,0.00002370573,0.0001258015,0.00103086,0.5184168,0.00001575948],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008300442,0.9404558,0.001296778,0.005180222,0.003356468,0.001254475,0.007593439,0.0001659814,0.03986673],"genre_scores_gemma":[0.006242537,0.9680784,0.002246578,0.003488339,0.0008630658,0.001590931,0.00587989,0.00008102803,0.01152925],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05179212,"threshold_uncertainty_score":0.1732619,"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."}}