{"id":"W4230642409","doi":"10.1093/geront/gnw162.2469","title":"DEVELOPMENT OF A WORKFORCE COMPETENCY BASED TRAINING IN GEROPSYCHOLOGY","year":2016,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Foreign Language Teaching Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Institute","funders":"U.S. Department of Veterans Affairs","keywords":"Workforce; Training (meteorology); Workforce development; Medical education; Psychology; Business; Medicine; Political science; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004523271,0.0002190756,0.0002167674,0.0005329679,0.0005741327,0.0004463601,0.0007218905,0.0004941231,0.004265793],"category_scores_gemma":[0.007101779,0.0001316186,0.0002754923,0.0002055404,0.0003292192,0.0004469874,0.002156276,0.0007881033,0.001021647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001127382,"about_ca_system_score_gemma":0.006441016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003548599,"about_ca_topic_score_gemma":0.01020163,"domain_scores_codex":[0.9989334,0.0005180882,0.00007326188,0.00007294008,0.0002144724,0.0001878386],"domain_scores_gemma":[0.9973187,0.0006207986,0.0001929499,0.0002669528,0.0006084564,0.0009921535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002254929,0.007727494,0.1221524,0.0007815511,0.00002823214,0.001504865,0.005675087,0.001801343,0.007533984,0.001939575,0.01239329,0.8382366],"study_design_scores_gemma":[0.0005757498,0.009829238,0.8154315,0.003660052,0.00008069372,0.005355413,0.01159961,0.006893374,0.01419154,0.005848855,0.126431,0.0001029454],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9286943,0.001961512,0.02288515,0.008221205,0.0007805568,0.00329033,0.0002814125,0.0002670646,0.03361841],"genre_scores_gemma":[0.9245561,0.001707914,0.06263908,0.00138073,0.0001765488,0.001380639,0.0002576628,0.00002803888,0.007873185],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004523271,"threshold_uncertainty_score":0.02392167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.133291884653998,"score_gpt":0.4039437622740044,"score_spread":0.2706518776200064,"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."}}