{"id":"W2782275566","doi":"","title":"Creating and vetting survey items for coaches of masters athletes from qualitative exploratory studies","year":2017,"lang":"en","type":"article","venue":"Journal of Exercise, Movement, and Sport","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; University of Ottawa; Cape Breton University","funders":"","keywords":"Coaching; Vetting; Psychology; Flagging; Athletes; Applied psychology; Thematic analysis; Sample (material); Theme (computing); Scale (ratio); Medical education; Qualitative research; Computer science","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":[0.002718348,0.0001514652,0.0005956709,0.00009339494,0.0002759859,0.00002928205,0.0001631418,0.00008425702,0.00002652765],"category_scores_gemma":[0.0001530016,0.0001243155,0.00007293153,0.00002735229,0.0002965793,0.0003095807,0.00004158704,0.0001566503,7.75597e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009846743,"about_ca_system_score_gemma":0.00001786254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001789837,"about_ca_topic_score_gemma":0.00004935757,"domain_scores_codex":[0.998757,0.00004863772,0.0006701139,0.0001971652,0.0001447635,0.0001823346],"domain_scores_gemma":[0.9974779,0.0003887237,0.001572512,0.0002258294,0.0002643975,0.00007060192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001010893,0.00008522581,0.9346979,0.00007154344,0.0004068292,0.00001489592,0.05611909,0.000001126235,0.0002271045,0.0001481307,0.001170114,0.006047207],"study_design_scores_gemma":[0.001544831,0.0003382547,0.9006842,0.0004503368,0.0001008194,0.00000336945,0.09526861,0.00000814884,0.0002847564,0.00101454,0.0001718303,0.0001302686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901717,0.008206303,0.00007804287,0.00007703771,0.0007846556,0.0001628181,0.00004756401,0.000003624399,0.0004682034],"genre_scores_gemma":[0.9962939,0.002328062,0.0006906021,0.0001157781,0.0001659992,0.00001374129,0.000009077589,0.00001395928,0.0003688625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03914952,"threshold_uncertainty_score":0.5069439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1505186278866795,"score_gpt":0.4181372946341765,"score_spread":0.2676186667474971,"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."}}