{"id":"W4413079304","doi":"10.5325/edgallpoerev.26.1.0069","title":"Marginalia on “Marginalia”","year":2025,"lang":"en","type":"article","venue":"The Edgar Allan Poe Review","topic":"Discrimination and Equality Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Marginalia; Art; Literature","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001807099,0.00009310709,0.000201719,0.00002827074,0.0003674774,0.00006100371,0.0004735025,0.00003654636,0.001410057],"category_scores_gemma":[0.0003285005,0.00006112547,0.00009913411,0.0003780539,0.0001701376,0.00004224539,0.00004007942,0.0001087353,0.001124819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000603591,"about_ca_system_score_gemma":0.0001104631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003963559,"about_ca_topic_score_gemma":0.0003386099,"domain_scores_codex":[0.9985962,0.0005462603,0.0001948475,0.000150361,0.0002926098,0.000219756],"domain_scores_gemma":[0.9993422,0.0001381767,0.00006393063,0.0003291786,0.00006608002,0.00006042872],"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":[0.000002127102,0.00002035661,0.00002707858,0.000255705,0.00001206448,9.664858e-7,0.0004498278,6.230734e-8,4.570315e-7,0.7591086,0.2110334,0.02908932],"study_design_scores_gemma":[0.00005653358,0.00001015025,0.0004214624,0.001353816,0.00005178638,2.221671e-7,0.0001557059,5.303804e-7,0.000003312381,0.01273578,0.9851354,0.00007534421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001335626,0.01743675,0.0000291074,0.1101398,0.0004765792,0.0003792194,0.000003301284,0.00006442513,0.8713372],"genre_scores_gemma":[0.1796885,0.3174857,0.0001102874,0.1080891,0.0008110331,0.0001405633,0.00003069993,0.00003009995,0.393614],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7741019,"threshold_uncertainty_score":0.9996529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04133438704449118,"score_gpt":0.4435932086378026,"score_spread":0.4022588215933114,"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."}}