{"id":"W4281751000","doi":"10.1080/01609513.2022.2083744","title":"Group social intervention by social workers: Challenges and issues","year":2022,"lang":"en","type":"article","venue":"Social Work With Groups","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Social work; Intervention (counseling); Group work; Work (physics); Social group; Confidentiality; Psychology; Qualitative research; Social psychology; Public relations; Sociology; Nursing; Medicine; Political science; Social science; Pedagogy; Engineering","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001792583,0.0002345736,0.000332494,0.00008659709,0.0130003,0.0002395215,0.0003435368,0.0002072159,0.002478856],"category_scores_gemma":[0.00009203497,0.000266766,0.0001611285,0.001393469,0.0006546365,0.0004273442,0.0001618622,0.0006453042,0.0000429042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003806687,"about_ca_system_score_gemma":0.000103018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005316516,"about_ca_topic_score_gemma":0.0006676571,"domain_scores_codex":[0.996049,0.001701938,0.0002924948,0.000461421,0.0009030543,0.0005920197],"domain_scores_gemma":[0.9991055,0.0002481436,0.0003443932,0.00008236558,0.00009658874,0.0001230599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004222149,0.0005258119,0.002557123,0.00002493244,0.0001706856,0.000005473399,0.3800022,1.101096e-7,0.000006287242,0.2561522,0.1891899,0.1709431],"study_design_scores_gemma":[0.0005738785,0.00007679837,0.01206142,0.0000057692,0.00005788576,7.644378e-7,0.3308859,1.648853e-7,6.120576e-7,0.005898594,0.6501494,0.0002888027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2963518,0.01397874,0.0001322915,0.5848584,0.002989591,0.001369544,0.00005958219,0.0007807678,0.0994793],"genre_scores_gemma":[0.9857109,0.00024697,0.0001169636,0.0006255176,0.002603864,0.0002722788,0.00006360144,0.00005085136,0.01030909],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6893591,"threshold_uncertainty_score":0.9999785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03738229781023344,"score_gpt":0.3404479149125402,"score_spread":0.3030656171023067,"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."}}