{"id":"W4240914571","doi":"10.32920/ryerson.14647641","title":"Relationship-based child protection: practice informed by indigenous social work students in the Northwest Territories","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Laurentian University; Centre for Social Innovation","funders":"","keywords":"Ethnography; Indigenous; Context (archaeology); Welfare; Social work; Sociology; Work (physics); Field research; Scope (computer science); Perspective (graphical); Field (mathematics); Perception; Public relations; Pedagogy; Political science; Geography; Social science; Psychology; Archaeology; Anthropology; Engineering; Law; Visual arts","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00299574,0.0002360822,0.0002494235,0.0001121047,0.004939466,0.001785307,0.000891627,0.0006595607,0.0005582743],"category_scores_gemma":[0.005925967,0.0002170295,0.000136875,0.002298789,0.0002458337,0.0006266521,0.0001413675,0.002062162,0.00005223476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006916902,"about_ca_system_score_gemma":0.003020132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05710788,"about_ca_topic_score_gemma":0.1215831,"domain_scores_codex":[0.9947944,0.002506887,0.00048933,0.0003781061,0.001441349,0.0003898812],"domain_scores_gemma":[0.9963223,0.002315633,0.0005941849,0.0003131372,0.0003686784,0.00008612136],"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":[0.0001120178,0.001295907,0.3347938,0.00005950376,0.00009070458,0.00001040636,0.6453907,0.00003313942,6.26192e-8,0.003926151,0.01130379,0.002983749],"study_design_scores_gemma":[0.0002158597,0.00001239034,0.2023322,0.00003190006,0.00005836597,8.98339e-7,0.1742915,2.236444e-7,9.520218e-7,0.000211905,0.6226032,0.0002406063],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1993378,0.0007612811,0.0003864139,0.5660298,0.008693933,0.00655687,0.00006318477,0.0004045345,0.2177662],"genre_scores_gemma":[0.9903232,0.00004720383,0.0003393446,0.003849055,0.001464997,0.0008679848,0.0004221715,0.00002063427,0.002665442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7909854,"threshold_uncertainty_score":0.9992509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04406591995332358,"score_gpt":0.3881633236526585,"score_spread":0.3440974036993349,"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."}}