{"id":"W6908439340","doi":"10.26181/21385590","title":"Transnational Social Workers’ Understanding of Australian First Nations Perspectives in Statutory Child Protection","year":2021,"lang":"en","type":"article","venue":"La Trobe University","topic":"History of Computing Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Child protection; Social work; Statutory law; Harm; Social protection; Experiential knowledge; Social change; Child abuse","routes":{"ca_aff":false,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001021217,0.00005957224,0.00008637644,0.0003116881,0.000385877,0.0000171278,0.0002863959,0.00006355067,0.00001085155],"category_scores_gemma":[0.00003497486,0.00008048269,0.00005306894,0.0007630971,0.0001454242,0.0002636033,0.00007302614,0.0001756352,4.381718e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007570678,"about_ca_system_score_gemma":0.0001215984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001985382,"about_ca_topic_score_gemma":0.0009516979,"domain_scores_codex":[0.9993941,0.00007952128,0.00007319404,0.0001989203,0.0001470406,0.0001072641],"domain_scores_gemma":[0.9996896,0.00007168635,0.00005409119,0.0001117888,0.0000569328,0.0000158873],"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":[0.000005833404,0.00007287709,0.0005522412,0.00001245157,0.00001271166,0.00002465174,0.007777478,0.000624783,0.00006901285,0.9906375,0.0001114132,0.00009908461],"study_design_scores_gemma":[0.007580524,0.0003264122,0.4320076,0.0003522807,0.00008020313,0.0001286438,0.2255877,0.01844685,0.003351863,0.07208487,0.2382489,0.001804143],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07616552,0.00002190048,0.8533205,0.05218387,0.000177069,0.0001939875,0.000009764514,0.0004182162,0.01750915],"genre_scores_gemma":[0.9888283,0.00000183993,0.01082239,0.00000274605,0.000005994514,2.817129e-7,0.000001167776,0.000002296744,0.0003349786],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9185526,"threshold_uncertainty_score":0.3281989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0393168726051341,"score_gpt":0.2211731691602143,"score_spread":0.1818562965550802,"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."}}