{"id":"W7116602337","doi":"","title":"Table of Contents","year":2025,"lang":"en","type":"other","venue":"Archivaria","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.00006856271,0.0001777045,0.0003681904,0.0003408602,0.000011141,0.000006685131,0.0003510909,0.00009356372,0.00694386],"category_scores_gemma":[0.00009519625,0.0001718501,0.00006887122,0.0001775673,0.00008070646,0.00001049382,0.0001476234,0.0001456074,0.004787615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009753537,"about_ca_system_score_gemma":0.0001239311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003775099,"about_ca_topic_score_gemma":0.00005416889,"domain_scores_codex":[0.9991314,0.00006617655,0.0001764334,0.0002417872,0.0001773877,0.0002068485],"domain_scores_gemma":[0.9991258,0.00005604263,0.0001974063,0.000557818,0.00002006554,0.00004281482],"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":[0.00001519592,0.00004248722,0.0002254678,0.0000741464,0.0001617976,0.000003177152,0.00001427844,3.948129e-7,0.001119045,0.2524854,0.7456307,0.0002279788],"study_design_scores_gemma":[0.0004673329,0.00001127421,0.0006520129,0.0005039434,0.00006763136,6.805104e-7,0.000002776534,0.00001402683,0.0001751334,0.0137327,0.9842268,0.0001456425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[9.469667e-7,0.0002140186,0.0004407945,0.00001550448,0.0003184682,0.000267216,0.001928325,0.000193028,0.9966217],"genre_scores_gemma":[0.00308773,0.00001589739,0.002608969,0.00003947118,0.00008552162,0.00001192327,0.0001595272,0.0005862752,0.9934047],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2387527,"threshold_uncertainty_score":0.9959873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01682274244600532,"score_gpt":0.260470021425124,"score_spread":0.2436472789791187,"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."}}