{"id":"W4387147971","doi":"10.1515/9780271096261-002","title":"Acknowledgments","year":2023,"lang":"en","type":"book-chapter","venue":"Penn State University Press eBooks","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pennsylvania State University; University of Pennsylvania","keywords":"Computer science","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":[0.0003276386,0.0002151381,0.0002519465,0.0002005529,0.004370417,0.00005918909,0.0005217532,0.0003056281,0.0001918129],"category_scores_gemma":[0.00000148503,0.0002363936,0.0001188022,0.0000143915,0.0003868684,0.0001031185,0.00001274607,0.0003245766,0.0005554794],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005042392,"about_ca_system_score_gemma":0.006350039,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08976702,"about_ca_topic_score_gemma":0.5126331,"domain_scores_codex":[0.9984587,0.0001012936,0.0001630228,0.0003791413,0.000413389,0.0004844184],"domain_scores_gemma":[0.9988485,0.0001044898,0.0002006483,0.0002860537,0.0002928402,0.000267478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001745175,0.00001046494,0.00000102529,0.00004888706,0.0000585391,0.00004377523,0.1350015,4.218973e-7,7.358261e-8,0.8615461,0.002840935,0.0004308021],"study_design_scores_gemma":[0.0001564116,0.00001906771,0.000003779385,0.0000781289,0.0000562778,3.054045e-7,0.0009064804,6.63622e-7,0.000004326089,0.006226945,0.9922782,0.0002694202],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001662492,0.00003367398,0.00001172918,0.0000184388,0.001307837,0.0006487075,0.0001445548,0.0002401815,0.9974287],"genre_scores_gemma":[0.00006495039,0.008218413,0.00003318872,0.00001082713,0.0003340424,1.719454e-7,0.00004495259,0.00003911913,0.9912543],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9894373,"threshold_uncertainty_score":0.999283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04149200787047569,"score_gpt":0.2695332038154543,"score_spread":0.2280411959449786,"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."}}