{"id":"W2963276388","doi":"10.22329/csw.v20i1.5961","title":"Pulling Together the Threads","year":2019,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University; Vancouver Island University","funders":"","keywords":"Oppression; Sociology; Indigenous; Individualism; Colonialism; Social work; Indigenous education; Work (physics); Environmental ethics; Public relations; Epistemology; Political science; Politics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001153833,0.00007952649,0.0001159315,0.00001434298,0.003695405,0.0002332449,0.0002880695,0.0001609547,0.01681561],"category_scores_gemma":[0.001780497,0.00006455307,0.0001028709,0.001226901,0.0005261885,0.0001575699,0.00003018097,0.0003305276,0.004372073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000852697,"about_ca_system_score_gemma":0.0001466045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001285399,"about_ca_topic_score_gemma":0.00004217922,"domain_scores_codex":[0.9983908,0.0005048367,0.0001344217,0.0001648993,0.0004034868,0.0004015513],"domain_scores_gemma":[0.9974588,0.002157644,0.00003354267,0.0001172572,0.0001263285,0.000106459],"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":[0.00001172907,0.00003823208,0.003922614,0.000002461391,0.000008717513,6.174305e-7,0.01741867,2.411292e-7,0.000002684049,0.948409,0.01983893,0.01034607],"study_design_scores_gemma":[0.00006044426,0.000005469575,0.003902966,0.000004613094,0.00001805,1.424106e-7,0.0235057,6.079114e-7,0.000002915802,0.04140868,0.9309837,0.0001067544],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03047056,0.0002249689,0.0001375895,0.4209492,0.00262712,0.0002303952,9.968466e-7,0.000103355,0.5452558],"genre_scores_gemma":[0.9672078,0.00001026407,0.0001282734,0.004123562,0.001985113,0.00001863594,0.000001181011,0.00001363572,0.02651152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9367372,"threshold_uncertainty_score":0.9976016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04841859463108186,"score_gpt":0.4006281607454707,"score_spread":0.3522095661143889,"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."}}