{"id":"W4323824053","doi":"10.1093/notesj/gjad017","title":"The Stylized <i>Hedera</i> in Cambridge, University Library, Kk.3.18","year":2023,"lang":"en","type":"article","venue":"Notes and Queries","topic":"Literary and Philosophical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Jerome's University","funders":"","keywords":"Stylized fact; Volume (thermodynamics); Library science; Computer science; Physics; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001802394,0.00005289859,0.00008227927,0.00002078908,0.001104249,0.00009814493,0.00009656692,0.00003985797,0.00002689229],"category_scores_gemma":[0.000104883,0.00003751781,0.00002471494,0.0003250077,0.000406429,0.0002906253,0.00009834994,0.00007075535,0.00001245685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006593872,"about_ca_system_score_gemma":0.00002943128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009446588,"about_ca_topic_score_gemma":0.0009757404,"domain_scores_codex":[0.9994389,0.0001201312,0.00006385105,0.0001039895,0.0000937,0.0001794036],"domain_scores_gemma":[0.9992124,0.0006609974,0.00001748666,0.00005513441,0.000009730335,0.00004425491],"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":[0.00009138541,0.00001247565,0.05405539,0.00001067502,0.0000143557,0.00002783607,0.008944388,0.000001014656,0.000009106243,0.9171713,0.01164941,0.008012665],"study_design_scores_gemma":[0.0001499014,0.00001779829,0.03632736,0.00001024478,0.000002611343,1.18335e-7,0.002980507,0.000004821648,0.00002624663,0.01151794,0.9488904,0.00007202726],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7240877,0.001378363,0.00000286631,0.1098307,0.0002183771,0.0001561042,0.00002909616,0.0001920861,0.1641047],"genre_scores_gemma":[0.9844339,0.005963955,0.00001797315,0.0003170888,0.0001367808,0.000001643268,0.000003479173,0.000003483512,0.009121652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.937241,"threshold_uncertainty_score":0.8493105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03024536532506403,"score_gpt":0.2677879633987671,"score_spread":0.2375425980737031,"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."}}