{"id":"W2084575957","doi":"10.1177/0020872807079920","title":"Social work in Pakistan","year":2007,"lang":"fr","type":"article","venue":"International Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Humanities; Indigenous; Sociology; Psychological intervention; Ethnology; Art; Medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003067504,0.0002734577,0.0003158204,0.0001960697,0.004278179,0.0002957947,0.0006971679,0.0006542231,0.01777704],"category_scores_gemma":[0.0003808644,0.0003675433,0.0002908976,0.007046726,0.0008379862,0.0005087759,0.00009719291,0.0008856423,0.002539227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00190596,"about_ca_system_score_gemma":0.0003283617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001000446,"about_ca_topic_score_gemma":0.00154143,"domain_scores_codex":[0.9962347,0.0005643274,0.0007467364,0.0004350611,0.001137382,0.0008818313],"domain_scores_gemma":[0.9978264,0.001128724,0.0004357696,0.00009463118,0.0003197164,0.000194745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003127179,0.0004379575,0.02260518,0.000005436076,0.00009804025,0.0000338959,0.0559999,0.000002111124,0.000001714724,0.6198409,0.142828,0.1578341],"study_design_scores_gemma":[0.0003987901,0.000007728775,0.1677055,0.00003119095,0.00002526661,6.695655e-7,0.01445764,4.981078e-7,0.000002866878,0.0174512,0.7996153,0.0003033064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04134297,0.001202061,0.0002361404,0.5298362,0.0179564,0.0002721738,0.00001360341,0.00008403221,0.4090565],"genre_scores_gemma":[0.7946674,0.00006686247,0.0003322531,0.002194663,0.01087512,0.00001820775,0.00002959898,0.00003646719,0.1917794],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7533244,"threshold_uncertainty_score":0.9998776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04584430591423128,"score_gpt":0.436849225028935,"score_spread":0.3910049191147038,"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."}}