{"id":"W7117471350","doi":"10.1002/ejsc.70106","title":"A Collaborative Approach to Co‐Creating Contact Confident, an Evidence‐Informed Tackle Safety and Technique Intervention for Coaches and Players in Rugby Union","year":2025,"lang":"en","type":"article","venue":"European Journal of Sport Science","topic":"Sports injuries and prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Coaching; Intervention (counseling); Psychological intervention; Relevance (law); Context (archaeology); Football; Process (computing); Work (physics)","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":[],"consensus_categories":[],"category_scores_codex":[0.006070401,0.00009334696,0.0002515607,0.0003920989,0.0001429295,0.00007357947,0.000120861,0.00001900369,0.000004281673],"category_scores_gemma":[0.0003018211,0.00007613936,0.00003541521,0.000504436,0.0001750703,0.0006231966,0.0000423355,0.0001353095,1.663618e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001023622,"about_ca_system_score_gemma":0.0002650124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002054868,"about_ca_topic_score_gemma":0.000009171696,"domain_scores_codex":[0.9988525,0.000039408,0.0005629329,0.0001885763,0.0002116681,0.0001449176],"domain_scores_gemma":[0.9990894,0.00004043827,0.0003385169,0.0001016136,0.0002880286,0.0001420633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008705811,0.0005312937,0.8158025,0.000873168,0.00009076444,0.0001619977,0.0137404,0.0001275546,0.03870028,0.01376273,0.0004740425,0.1070294],"study_design_scores_gemma":[0.002218173,0.002296715,0.9678177,0.003752025,0.00006501869,0.0002055554,0.01260678,0.0003811534,0.005765242,0.00005035574,0.004700446,0.0001407999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964848,0.0002673188,0.02656425,0.0001827445,0.00008664474,0.0008847231,0.000004203434,0.00000923993,0.007152864],"genre_scores_gemma":[0.9896511,0.0001441596,0.009826619,0.000111101,0.00002916623,0.000004950532,0.0000046991,0.000006078415,0.0002221632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1520152,"threshold_uncertainty_score":0.3104873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02292580283065809,"score_gpt":0.3481860905950521,"score_spread":0.325260287764394,"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."}}