{"id":"W37033950","doi":"10.34917/4332630","title":"Competencies for Financial Aid Officers: A Competency Model for Professional Development","year":2020,"lang":"en","type":"book-chapter","venue":"PubMed","topic":"Competency Development and Evaluation","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cancer Biology Research Center, Tel Aviv University; Israel Cancer Research Fund; Azrieli Foundation; Tel Aviv University; Israel Cancer Association; National Science Foundation","keywords":"Professional development; Business; Medical education; Psychology; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003199955,0.0004200716,0.00008670561,0.000369637,0.0004810936,0.001196647,0.0004130959,0.000540389,0.01376807],"category_scores_gemma":[0.000295533,0.00009616301,0.0001265269,0.000192288,0.001022232,0.0008542121,0.0009838364,0.001553764,0.002864405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009508785,"about_ca_system_score_gemma":0.001411386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001303701,"about_ca_topic_score_gemma":0.004781842,"domain_scores_codex":[0.9998872,0.0000382739,0.000002501002,0.00001183462,0.00003522085,0.00002493874],"domain_scores_gemma":[0.9997748,0.00004683446,0.00001621612,0.00001167887,0.00002858726,0.0001219066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005815342,0.0004724331,0.0008906526,0.0002538807,0.000003777662,0.0005113917,0.003037056,0.0006077916,0.01084164,0.4572034,0.2723376,0.2537822],"study_design_scores_gemma":[0.00001101574,0.0001757844,0.001746599,0.000216064,0.00000339635,0.0009352403,0.001259507,0.001032147,0.003090837,0.03037199,0.9611456,0.00001169528],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0300978,0.005434472,0.03120701,0.01280777,0.00108904,0.0001811722,0.0002003388,0.0004152404,0.9185672],"genre_scores_gemma":[0.1710603,0.008114439,0.0435136,0.003670255,0.0002188381,0.0002532853,0.0002005316,0.0001775965,0.7727911],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01376807,"threshold_uncertainty_score":0.04605883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1101937880577283,"score_gpt":0.2947640323482296,"score_spread":0.1845702442905013,"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."}}