{"id":"W7061705587","doi":"","title":"Preliminary Analysis of Pacing Strategies in Professional Basketball","year":2012,"lang":"en","type":"other","venue":"Research Output (Edinburgh Napier University)","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Basketball; Workload; Work (physics); Team sport; Coding (social sciences); Distribution (mathematics); Physical activity; Quarter (Canadian coin)","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":[0.0004218974,0.0002724508,0.0005503258,0.008712174,0.0000555787,0.00002051515,0.0005986847,0.0005753305,0.001792951],"category_scores_gemma":[0.00006428174,0.0002971332,0.000146031,0.004312355,0.0002646767,0.0002824232,0.0003185118,0.000911722,0.00001614735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003559027,"about_ca_system_score_gemma":0.0001694024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009720666,"about_ca_topic_score_gemma":0.0002421032,"domain_scores_codex":[0.9980437,0.0001092078,0.0002354817,0.0003448578,0.0006313862,0.0006353577],"domain_scores_gemma":[0.9989643,0.0001863356,0.00008689534,0.0005295068,0.0001235476,0.0001094418],"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":[0.0002527302,0.0005154648,0.007483078,0.001053427,0.006375721,0.0004518203,0.003676607,0.08225881,0.003096451,0.01906475,0.8576851,0.01808597],"study_design_scores_gemma":[0.0005403332,0.00009537319,0.0006565521,0.0004261048,0.000292464,9.268657e-7,0.006379862,0.005086644,0.001181518,0.0001899334,0.9845551,0.0005951958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004596272,0.00478121,0.007433169,0.00007596204,0.0007823698,0.0008041707,0.0001865939,0.001045658,0.9802946],"genre_scores_gemma":[0.182899,0.001313336,0.001313617,0.000001867081,0.0001108515,0.000007324015,0.0001060767,0.0001837184,0.8140642],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1783027,"threshold_uncertainty_score":0.9999481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03468243629874433,"score_gpt":0.2964595004419636,"score_spread":0.2617770641432193,"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."}}