{"id":"W4401149421","doi":"10.5771/9781475873191-250","title":"Rutgers University – New Brunswick","year":2023,"lang":"en","type":"book-chapter","venue":"Rowman & Littlefield Publishers eBooks","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001461828,0.0004907739,0.0006451022,0.0003805255,0.0001382459,0.0002222149,0.0003936659,0.000635309,0.00269023],"category_scores_gemma":[0.0000308748,0.000512983,0.0005852343,0.00005049003,0.0001143065,0.0002095524,0.0002812181,0.001158048,0.0004736602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002439758,"about_ca_system_score_gemma":0.001318874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003304653,"about_ca_topic_score_gemma":0.0002253546,"domain_scores_codex":[0.9979396,0.00001907007,0.0003519088,0.0006611065,0.0005459401,0.0004823232],"domain_scores_gemma":[0.9980347,0.000121364,0.0001834853,0.0009018077,0.0001053586,0.0006533084],"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":[0.000255253,0.00001581012,0.00007624865,0.0001454641,0.0005102773,0.001488767,0.0002747273,4.292602e-7,0.00004152088,0.1121082,0.8687522,0.01633113],"study_design_scores_gemma":[0.001298355,0.0002832256,0.00009388707,0.0003249812,0.0005237164,0.00007342389,0.00008645597,0.000003535566,0.00008035077,0.00512958,0.9915698,0.0005327149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001196383,0.0001685233,0.00002848433,0.008055318,0.001058705,0.0004782366,0.0000180606,0.000448257,0.9896248],"genre_scores_gemma":[0.00263138,0.00002964373,0.0001540538,0.004998155,0.001083878,8.944866e-7,0.0002451723,0.0001415064,0.9907153],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1228176,"threshold_uncertainty_score":0.9997322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02907926089257565,"score_gpt":0.2206750725642936,"score_spread":0.1915958116717179,"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."}}