{"id":"W4318062718","doi":"10.1163/9789004524545_015","title":"Training for Settlement Organizations, English Learners, and Graduate Education","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Settlement (finance); Process (computing); Training (meteorology); Graduate students; Pedagogy; Political science; Medical education; Mathematics education; Psychology; Sociology; Business; Computer science; Geography; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004340852,0.0004362479,0.0001961677,0.0004707284,0.001195092,0.002238285,0.0004655256,0.0009489992,0.02160593],"category_scores_gemma":[0.0006227199,0.0001346079,0.0001754482,0.0005318933,0.0008052384,0.001727005,0.00192088,0.001446769,0.005837185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001817907,"about_ca_system_score_gemma":0.003744677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004377305,"about_ca_topic_score_gemma":0.01716747,"domain_scores_codex":[0.9996667,0.00005244763,0.000009233019,0.00003949414,0.0001679035,0.00006433898],"domain_scores_gemma":[0.9997471,0.00006728967,0.00001427488,0.000008779823,0.00005424572,0.0001082684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001249784,0.0002270269,0.0005657829,0.0002728253,0.000001789805,0.0001305701,0.004631109,0.0003336961,0.0006903459,0.07980523,0.5496268,0.3637023],"study_design_scores_gemma":[0.000002150109,0.00003189738,0.001086815,0.0003241949,8.264017e-7,0.0001397668,0.001794571,0.00011315,0.000148069,0.00572719,0.9906265,0.000004924936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006544546,0.02416831,0.003634231,0.01430836,0.003117417,0.0001728014,0.0001109005,0.0001825254,0.9477609],"genre_scores_gemma":[0.0240928,0.01514381,0.004909601,0.005585534,0.0006130338,0.0001451041,0.0001648523,0.00008881799,0.9492565],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02160593,"threshold_uncertainty_score":0.07227904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3278470791756267,"score_gpt":0.4698042839769078,"score_spread":0.1419572048012812,"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."}}