{"id":"W7032902467","doi":"","title":"Optimizing staff and volunteer training at community-based exercise programs for persons with disabilities across Canada: A content analysis of quality participation being fostered in program training","year":2023,"lang":"en","type":"article","venue":"","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Curriculum; Experiential learning; Training (meteorology); Coding (social sciences); Quality (philosophy); Content analysis; Program evaluation","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":[0.0006215033,0.000140692,0.0004309768,0.00009285579,0.0005949762,0.0002931114,0.00009993355,0.00002922878,0.00005960551],"category_scores_gemma":[0.00003652572,0.000107618,0.00007819526,0.0002494664,0.0002534482,0.0005916253,0.00005481673,0.00008453278,1.393238e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006248713,"about_ca_system_score_gemma":0.00009547502,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2245015,"about_ca_topic_score_gemma":0.9499058,"domain_scores_codex":[0.9987101,0.0000772885,0.00052453,0.0001285483,0.000205107,0.0003544081],"domain_scores_gemma":[0.999026,0.0004151984,0.0001893281,0.0001624976,0.0001417662,0.00006519579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002047217,0.0001001626,0.0107121,0.0004557574,0.0002164271,2.328552e-7,0.962567,0.001026471,0.000002844595,0.002977517,0.00002502688,0.0217118],"study_design_scores_gemma":[0.0008761196,0.0002748505,0.005414514,0.0001289061,0.0001471112,5.837328e-8,0.9269254,0.06311513,0.00003479305,0.00002574101,0.002884629,0.0001727006],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975823,0.00001106305,0.00006163694,0.0003595934,0.00002796899,0.0007402098,0.0002343532,0.0001036329,0.0008793107],"genre_scores_gemma":[0.9975589,0.000001298887,0.0007262449,0.000125412,0.00001123075,0.0004989411,0.0007387341,0.00001233811,0.0003269323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7254043,"threshold_uncertainty_score":0.7806626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3102705602705434,"score_gpt":0.3418913492182761,"score_spread":0.03162078894773268,"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."}}