{"id":"W1579108626","doi":"10.1921/gpwk.v24i3.786","title":"A standards-based inventory of foundation competencies in social work with groups: An empirical test in Scotland","year":2015,"lang":"en","type":"article","venue":"Groupwork","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"US-UK Fulbright Commission","keywords":"Foundation (evidence); Test (biology); Work (physics); Empirical research; Psychology; Engineering; Management; Political science; Mathematics; Statistics; Economics; Mechanical engineering; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00238894,0.00009332807,0.0001959693,0.0001395228,0.0003220634,0.00007408891,0.0001661566,0.000117376,0.000201336],"category_scores_gemma":[0.001134384,0.00009172131,0.00002669604,0.002402475,0.0003464605,0.000359432,0.0000131056,0.0002039704,0.00001425184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004958721,"about_ca_system_score_gemma":0.001344125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001260073,"about_ca_topic_score_gemma":0.02291459,"domain_scores_codex":[0.998035,0.0006253099,0.0002480588,0.0001812602,0.0006597709,0.0002506519],"domain_scores_gemma":[0.9989228,0.0004705283,0.000159766,0.0001006009,0.000217452,0.0001288377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002438854,0.0003380656,0.9437766,0.000006525727,0.000003653837,0.000003104594,0.04524129,0.00002726292,0.000001568109,0.006654167,0.002159951,0.001543936],"study_design_scores_gemma":[0.002714887,0.0003452041,0.6979168,0.0001224942,0.00002354336,4.335934e-7,0.09854104,0.00007020963,0.000005695913,0.009190844,0.1906822,0.0003866139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737329,0.00008638648,0.0003108864,0.01077273,0.0003547134,0.0003318659,0.000004122809,0.00004878225,0.01435763],"genre_scores_gemma":[0.9982988,0.000003093905,0.0008492753,0.0003295588,0.0003282498,0.00002526567,0.0000165839,0.00001051767,0.0001386827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2458598,"threshold_uncertainty_score":0.9949147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0896415733593991,"score_gpt":0.4018905143402428,"score_spread":0.3122489409808437,"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."}}