{"id":"W4396780016","doi":"10.7202/1111250ar","title":"A Letter to My Newborn","year":2024,"lang":"en","type":"letter","venue":"ACME","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006931921,0.0003067158,0.0003317664,0.0003111382,0.00009275138,0.0008805771,0.0005241691,0.0002932366,0.01040723],"category_scores_gemma":[0.00001897641,0.0002390767,0.0003014572,0.00006953217,0.00008406647,0.00009939404,0.0001790558,0.001456018,0.01313798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004691165,"about_ca_system_score_gemma":0.00001860786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006861513,"about_ca_topic_score_gemma":0.00010285,"domain_scores_codex":[0.9986446,0.00003647671,0.0002383019,0.0004462126,0.000286685,0.0003476532],"domain_scores_gemma":[0.9990495,0.00007163526,0.00004788901,0.000728655,0.00006357639,0.00003874938],"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":[0.000001451977,0.000003140433,2.189042e-7,0.00007337416,0.0002214921,0.0003380408,0.01148994,1.58217e-7,0.000002483255,0.006810106,0.9800188,0.001040814],"study_design_scores_gemma":[0.00002702146,0.00002098813,1.918834e-7,0.0001126239,0.0002356439,0.00000312936,0.00003466738,0.000001028928,0.00000462888,0.003690164,0.9955668,0.0003030813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000009749338,0.0004727565,0.00001042824,0.7633309,0.00266232,0.0001053524,0.000174143,0.0001471826,0.2330871],"genre_scores_gemma":[0.00005668772,0.000001504489,0.0001327707,0.5741263,0.05506491,0.00002723974,0.0001747586,0.00005833656,0.3703575],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1892046,"threshold_uncertainty_score":0.9904974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01917974657368122,"score_gpt":0.2316903421649633,"score_spread":0.212510595591282,"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."}}