{"id":"W2904915990","doi":"10.22329/csw.v19i2.5681","title":"Shifting the Ground in Nepali Social Work","year":2018,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nepali; Sociology; Grassroots; Poverty; Ethnocentrism; Social work; Gender studies; Politics; Political science; Social science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001207741,0.0001237644,0.0001811551,0.00002744869,0.005936851,0.0003168745,0.0003939047,0.0002796345,0.0009302078],"category_scores_gemma":[0.001424466,0.000111359,0.0001475814,0.002098502,0.002832958,0.0001426828,0.0000734256,0.0004155477,0.0003200989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002522649,"about_ca_system_score_gemma":0.0001810652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003492227,"about_ca_topic_score_gemma":0.0007876095,"domain_scores_codex":[0.9978672,0.0004892296,0.0002618459,0.000237872,0.0004567297,0.0006871251],"domain_scores_gemma":[0.9989054,0.0006840549,0.00004201447,0.00009201158,0.000151119,0.0001254265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001596742,0.00008755155,0.006882136,0.000004493689,0.000008257691,0.000002172349,0.204266,7.966673e-8,9.474799e-7,0.771145,0.006224331,0.01136305],"study_design_scores_gemma":[0.0004254261,0.00003167235,0.394625,0.0000554064,0.00005346613,3.254338e-7,0.1629282,0.00001569745,0.000001381984,0.1123555,0.3288694,0.0006384617],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6617535,0.00009720043,0.0001973599,0.1908306,0.00279881,0.0003067401,0.000005094174,0.0001581608,0.1438525],"genre_scores_gemma":[0.9896648,0.000003361085,0.0001516143,0.002539688,0.005433647,0.00002498744,0.000003335166,0.00001737302,0.002161189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6587896,"threshold_uncertainty_score":0.9999831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05900468195366586,"score_gpt":0.3917368708947226,"score_spread":0.3327321889410567,"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."}}