{"id":"W4242983083","doi":"10.3138/flor.24.002","title":"Preface","year":2007,"lang":"en","type":"article","venue":"Florilegium","topic":"Lexicography and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philology; Lexicography; Scholarship; Classics; Excellence; History; Art; Philosophy; Linguistics; Sociology; Feminism; Political science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001285493,0.0008095684,0.0007488942,0.001854965,0.003735816,0.003464067,0.001077798,0.001045647,0.3253641],"category_scores_gemma":[0.007793091,0.0003075143,0.0003690893,0.001449374,0.0008938484,0.003150582,0.00214904,0.003494874,0.2008995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002715215,"about_ca_system_score_gemma":0.003223482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009733558,"about_ca_topic_score_gemma":0.01324083,"domain_scores_codex":[0.9991534,0.0001002624,0.00005546051,0.0001694236,0.0004349469,0.00008640059],"domain_scores_gemma":[0.9966897,0.0004024304,0.0001079511,0.0002176451,0.001989095,0.0005931426],"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":[0.00002073269,0.00001092509,0.00011006,0.00007213056,0.000001163286,0.0000615644,0.0002348572,0.00002318663,0.00008770476,0.004768045,0.9606541,0.03395544],"study_design_scores_gemma":[0.000001257853,0.00000661886,0.0002338274,0.00005914293,4.271846e-7,0.0000437104,0.00008850729,0.000007141675,0.00002350384,0.0006683305,0.9988652,0.000002218661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001832368,0.0140508,0.00277619,0.04126151,0.1760543,0.0003781545,0.007699654,0.0007220375,0.755225],"genre_scores_gemma":[0.007263298,0.006958294,0.001236652,0.005745891,0.0163417,0.0001693826,0.004601209,0.0004780621,0.9572055],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3253641,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01886605377444529,"score_gpt":0.2227119332244878,"score_spread":0.2038458794500425,"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."}}