{"id":"W3195481025","doi":"10.1123/iscj.2021-0041","title":"A Reflection on the State of Sport Coaching Research, Its Community, and Representation: The 2020 International Council for Coaching Excellence Research Committee Consultation","year":2021,"lang":"en","type":"article","venue":"International Sport Coaching Journal","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"","keywords":"Coaching; Excellence; Context (archaeology); Service (business); Political science; Public relations; Psychology; Law; Business","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":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02393664,0.0002039106,0.0002721449,0.0002978037,0.002521839,0.0003164244,0.001171179,0.0001343753,0.0005527398],"category_scores_gemma":[0.001508568,0.0001514892,0.0001340576,0.0005016601,0.0005791479,0.0004072607,0.000267471,0.00406896,0.00003258345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003882589,"about_ca_system_score_gemma":0.0003967151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007591821,"about_ca_topic_score_gemma":0.0003981409,"domain_scores_codex":[0.9952037,0.0008916981,0.0009029758,0.0004215119,0.002118353,0.0004617942],"domain_scores_gemma":[0.991749,0.00313875,0.0005926114,0.0005359792,0.003876249,0.0001073625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01088776,0.002548487,0.5659548,0.0001099467,0.002624277,0.0007521565,0.1151865,0.003801474,0.006131894,0.1456853,0.09290297,0.05341442],"study_design_scores_gemma":[0.006495584,0.001107026,0.5511497,0.001144752,0.0001163492,0.006002571,0.06157476,0.01099519,0.002741494,0.04706717,0.3108083,0.0007971251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474388,0.0003767986,0.001078941,0.01288503,0.003499963,0.0004784928,0.00005496536,0.0000257137,0.03416127],"genre_scores_gemma":[0.9920432,0.0008346748,0.0002645072,0.0007655306,0.0009168917,0.00009139198,0.0001036132,0.00003252412,0.00494765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2179053,"threshold_uncertainty_score":0.9987767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3925604158903955,"score_gpt":0.4848495242955439,"score_spread":0.09228910840514837,"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."}}