{"id":"W3208997247","doi":"","title":"Re-imagining Canada’s Child Welfare Paradigm: A Collective Ethnographic Case Study of Canadian and Finnish Child Welfare Systems","year":2020,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jyväskylän Yliopisto; Social Sciences and Humanities Research Council of Canada; Queen's University","keywords":"Welfare; Ethnography; Welfare system; Political science; Gender studies; Sociology; Anthropology; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002719595,0.0004024487,0.0006876709,0.001363936,0.007646118,0.0003958612,0.001059297,0.0004072508,0.0002288154],"category_scores_gemma":[0.0002260323,0.0004789988,0.0001227961,0.005352944,0.0005174972,0.001237206,0.0001496681,0.001032491,0.000001092007],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007943354,"about_ca_system_score_gemma":0.006312694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9998003,"about_ca_topic_score_gemma":0.9998249,"domain_scores_codex":[0.9955176,0.001121281,0.000296162,0.0008782259,0.001313095,0.00087363],"domain_scores_gemma":[0.9975659,0.0001741925,0.0004290732,0.0003275483,0.0002005544,0.001302771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002808074,0.0002607238,0.06733777,0.000575054,0.0008758946,0.02206412,0.7436876,0.00006866008,7.242165e-8,0.02149398,0.142923,0.0004323321],"study_design_scores_gemma":[0.000276672,0.0001314339,0.007121876,0.0001208766,0.00006918902,0.000001640218,0.637985,0.00000333742,0.000001436329,0.00000930356,0.3539423,0.0003369413],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.14361,0.0002087249,2.634705e-7,0.311889,0.0007706253,0.002498665,0.0004273993,0.0001556748,0.5404396],"genre_scores_gemma":[0.9849139,0.0003883697,0.00002091258,0.00006801732,0.000129831,0.000007802203,0.0001237466,0.00004063111,0.01430679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8413038,"threshold_uncertainty_score":0.9997662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596363810093727,"score_gpt":0.2445135468287212,"score_spread":0.2285499087277839,"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."}}