{"id":"W7014840586","doi":"","title":"A reflexive model for ethical decision making in child and youth care","year":2024,"lang":"en","type":"article","venue":"Strathprints: The University of Strathclyde institutional repository (University of Strathclyde)","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reflexivity; Feeling; Ethical decision; Ethics of care; Core (optical fiber)","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00055226,0.000180553,0.0002660124,0.0001899037,0.001760895,0.00005952088,0.0005070128,0.0003861526,0.00002140132],"category_scores_gemma":[0.00004787948,0.0002030843,0.0002271319,0.0003539209,0.001786298,0.0005391712,0.0001240184,0.0005888896,0.000002445483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00031052,"about_ca_system_score_gemma":0.001049998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001994537,"about_ca_topic_score_gemma":0.005495652,"domain_scores_codex":[0.9983902,0.000124625,0.000222971,0.0004735214,0.0005129795,0.000275692],"domain_scores_gemma":[0.9990696,0.0001983019,0.0001410627,0.0002211906,0.0002568091,0.0001130422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007513933,0.0001567654,0.0004426992,0.0003116179,0.000130332,0.0001870627,0.1641537,0.008244753,0.0007219748,0.813441,0.00007360594,0.01138515],"study_design_scores_gemma":[0.003043552,0.0005288383,0.02643675,0.00494273,0.0006248644,0.0001059368,0.8951025,0.02963902,0.000200254,0.03239191,0.005861684,0.001121965],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8866721,0.001249933,0.04265303,0.00182988,0.0003389866,0.0008803657,0.0004197998,0.0001161989,0.06583965],"genre_scores_gemma":[0.9961543,0.0004300869,0.003079344,0.00001982315,0.00007709184,1.422863e-7,0.00001927863,0.000007427922,0.000212489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7810491,"threshold_uncertainty_score":0.9995387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02321973335172066,"score_gpt":0.2736345029590571,"score_spread":0.2504147696073364,"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."}}