{"id":"W7105671106","doi":"10.25907/00975","title":"What do coaches really want in their playmakers? An analysis of how a coach's background, experience, opinions, and coaching style impacts their perceptions and expectations of key playmaker positions in basketball, field hockey, ice hockey, rugby union, soccer, and volleyball.","year":2025,"lang":"en","type":"dissertation","venue":"University of the Sunshine Coast","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coaching; Perception; Personality; Field (mathematics); Variety (cybernetics); Interpersonal communication; Athletes; Sample (material); Attractiveness","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"],"consensus_categories":[],"category_scores_codex":[0.0004140624,0.0003398718,0.0008742714,0.001051294,0.0003265163,0.00005565449,0.0004211426,0.0004562625,0.0001779006],"category_scores_gemma":[0.00004067684,0.0003006834,0.0002116002,0.0009759882,0.0003580573,0.0006691056,0.0001409216,0.0005463033,2.127107e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004923134,"about_ca_system_score_gemma":0.0001124625,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006270339,"about_ca_topic_score_gemma":0.1288131,"domain_scores_codex":[0.9981599,0.0004400572,0.0004207566,0.0005491905,0.000170355,0.0002597655],"domain_scores_gemma":[0.9981067,0.0005197062,0.0005256493,0.0005796458,0.0001706992,0.00009763036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001537395,0.0008413462,0.5879743,0.000267308,0.00273457,0.00001179741,0.4014558,0.0001972954,0.0005123524,0.001739908,0.0007711156,0.001956875],"study_design_scores_gemma":[0.0008120732,0.0001222765,0.5176404,0.0002762915,0.0006340104,0.000006618366,0.479934,0.0002487313,0.00002840398,0.00004986062,0.00008046298,0.0001669146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949188,0.001967627,0.00008120768,0.0009615144,0.0002503775,0.0003997086,0.0007517811,0.00001401394,0.0006549509],"genre_scores_gemma":[0.994073,0.00392172,0.0001357695,0.00005563266,0.00001255605,0.000006507093,0.001148503,0.00001433115,0.0006319767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1225428,"threshold_uncertainty_score":0.9999445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177749850976208,"score_gpt":0.2863806158420792,"score_spread":0.2686056307444584,"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."}}