{"id":"W2587682604","doi":"10.1123/cssm.2015-0039","title":"Oh Captain, My Captain! Using Social Network Analysis to Help Coaching Staff Identify the Leadership of a National Sports Team","year":2016,"lang":"en","type":"article","venue":"Case Studies in Sport Management","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; University of Ottawa","funders":"","keywords":"Coaching; Basketball; Tournament; Social network analysis; Psychology; Team management; Analytics; Medical education; Leadership development; Public relations; Applied psychology; Social media; Knowledge management; Political science; Medicine; Computer science; Data science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002200557,0.0002009982,0.0006222373,0.0005658883,0.0002901112,0.00003123217,0.0002131199,0.00004854161,0.0001122265],"category_scores_gemma":[0.00003198205,0.000157603,0.0002252469,0.001172262,0.0001661379,0.0001326358,0.0002416346,0.00009678393,0.00001438527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003607711,"about_ca_system_score_gemma":0.00001612046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003899129,"about_ca_topic_score_gemma":0.0006432807,"domain_scores_codex":[0.9979886,0.00000921928,0.000934746,0.000446592,0.0001857191,0.0004351696],"domain_scores_gemma":[0.998989,0.00003751809,0.0005179123,0.0002998195,0.0001074096,0.00004833358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006871422,0.0002004229,0.7807366,0.0002227286,0.004119607,0.001500624,0.009616532,0.06909083,8.535747e-7,0.1267878,0.004146914,0.003508405],"study_design_scores_gemma":[0.003098736,0.0001905092,0.6870477,0.0006067047,0.001842457,0.0001723796,0.1393877,0.02716129,0.00001476458,0.02404365,0.1137776,0.002656499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885108,0.001354994,0.002934051,0.0007232652,0.0004719401,0.0004219494,0.00007147787,0.00001653906,0.005494912],"genre_scores_gemma":[0.9975811,0.0004062711,0.0003033065,0.0002900621,0.0002757642,0.0000348256,0.000007591922,0.00001859525,0.00108251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1297712,"threshold_uncertainty_score":0.6426865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1284951414672184,"score_gpt":0.3217586956687197,"score_spread":0.1932635542015013,"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."}}