{"id":"W4366543501","doi":"10.1093/oso/9780197671238.003.0007","title":"Conclusion","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citizenship; Indigenous; Political science; Immigration; Economic Justice; Criminal justice; Criminology; Welfare; Law; Public administration; Sociology; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00100195,0.0005958371,0.0003796603,0.001159704,0.002505549,0.00577031,0.001611248,0.00236842,0.375048],"category_scores_gemma":[0.00315898,0.0002264225,0.0005493875,0.001090195,0.0006659342,0.002768961,0.002625849,0.002327904,0.1583218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003796021,"about_ca_system_score_gemma":0.004096893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006750269,"about_ca_topic_score_gemma":0.006927223,"domain_scores_codex":[0.9987447,0.0001540736,0.00003926058,0.0002194705,0.0006018906,0.0002405431],"domain_scores_gemma":[0.9989549,0.0001018181,0.00003821415,0.00009776126,0.000645819,0.000161535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003831521,0.00005181547,0.0007449004,0.0002624643,0.000005724049,0.0001664664,0.0008598689,0.0001666949,0.0002635574,0.09578348,0.7658519,0.1358049],"study_design_scores_gemma":[0.000003224571,0.000007764369,0.000472757,0.0002228047,0.000001949574,0.0000461934,0.000604185,0.00003219767,0.0001107016,0.005282884,0.9932121,0.000003158923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001248878,0.002253975,0.001990545,0.02044836,0.004343022,0.0001410458,0.001274098,0.0002885333,0.9680114],"genre_scores_gemma":[0.02040999,0.003824979,0.001953356,0.01038744,0.001210505,0.0001768728,0.002222625,0.000233978,0.9595803],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.624952,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1150035950170687,"score_gpt":0.4266496443445854,"score_spread":0.3116460493275167,"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."}}