{"id":"W3040273387","doi":"10.20896/saci.v8i1.773","title":"Indigenous or Blended Model for South Asian Social Work?","year":2020,"lang":"en","type":"article","venue":"Space and Culture India","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"Clinical Science Research and Development; University of Delhi; University of Dhaka; University of South Australia","keywords":"Indigenous; Sociology; Argument (complex analysis); Context (archaeology); Curriculum; Gender studies; Political science; Social science; Public relations; Pedagogy; Geography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001787338,0.00009243698,0.0001252844,0.00001419119,0.001948641,0.0001482048,0.0001175083,0.0001878347,0.0002637718],"category_scores_gemma":[0.0002777468,0.00007698613,0.00005461815,0.0005336411,0.00009319737,0.0001484433,0.00001411697,0.00016783,0.00005035262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003040317,"about_ca_system_score_gemma":0.000433446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002174438,"about_ca_topic_score_gemma":0.0002072973,"domain_scores_codex":[0.9992268,0.00007398787,0.00008831464,0.0001805079,0.0001686103,0.0002617472],"domain_scores_gemma":[0.9995758,0.0000456158,0.00009088597,0.00003948552,0.00006715811,0.0001810643],"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":[0.0001013861,0.00002042695,0.0005425805,0.000009685617,0.00002249293,9.967408e-7,0.8960201,9.366918e-7,0.000007609546,0.01772096,0.07966368,0.005889203],"study_design_scores_gemma":[0.0003368403,0.00003627302,0.0006088722,0.000003249129,0.00004529868,2.245054e-7,0.2037263,0.00001447253,0.000007938947,0.00308802,0.7919607,0.0001718585],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02687717,0.0007342739,0.003481794,0.7489064,0.0008737256,0.002067805,0.00009542044,0.0003879078,0.2165755],"genre_scores_gemma":[0.9444224,0.00005276432,0.001750478,0.004617964,0.001353202,0.00004907341,0.00001590382,0.00001557184,0.0477226],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9175453,"threshold_uncertainty_score":0.9993507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05222303196587894,"score_gpt":0.3444023762237817,"score_spread":0.2921793442579028,"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."}}