{"id":"W4378603504","doi":"10.1353/hsf.2023.0016","title":"Bibliophiles, Murderous Bookmen, and Mad Librarians by Robert Richmond Ellis","year":2023,"lang":"en","type":"article","venue":"Hispanófila/Hispanófila","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Possession (linguistics); Variety (cybernetics); Romance; Art history; Art; History; Sociology; Literature; Philosophy","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007691706,0.0003730856,0.0003869419,0.0008032144,0.0014868,0.00093661,0.0007714487,0.0003414098,0.001270954],"category_scores_gemma":[0.0001805101,0.0003700725,0.0001258954,0.004512264,0.0007491322,0.003209443,0.0001990307,0.0003076318,0.0008954977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006779207,"about_ca_system_score_gemma":0.0005288986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001587121,"about_ca_topic_score_gemma":0.0008307119,"domain_scores_codex":[0.9962187,0.0002716751,0.0004941233,0.0008955404,0.0009891085,0.001130848],"domain_scores_gemma":[0.9982994,0.0003004722,0.0002108824,0.0004929637,0.00007430308,0.0006219422],"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":[0.00002818549,0.0001284997,0.01059756,0.00003611273,0.00002987661,0.00008123181,0.006295436,0.00001427705,0.006303202,0.023901,0.9475386,0.005046074],"study_design_scores_gemma":[0.000475592,0.0001539714,0.007677364,0.00004624839,0.00003193689,0.000009672646,0.002818137,0.0002389009,0.001560615,0.003226434,0.9831389,0.0006222576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7008628,0.00424064,0.0003127223,0.0475131,0.003100092,0.001810647,0.0004875822,0.002687108,0.2389854],"genre_scores_gemma":[0.8091483,0.006255016,0.0008292776,0.003331195,0.0009966313,0.0001035818,0.0003721845,0.00009654081,0.1788673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1082855,"threshold_uncertainty_score":0.9998824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01895347189626365,"score_gpt":0.2721195727174969,"score_spread":0.2531661008212332,"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."}}