{"id":"W262423988","doi":"","title":"RUSA CODES Section Program to Feature Canadian Authors. (Communications from CODES: Collection Development and Evaluation Section)","year":2003,"lang":"en","type":"article","venue":"Reference & User Services Quarterly","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Section (typography); Feature (linguistics); Computer science; Telecommunications; Operating system; Linguistics; 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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001371009,0.0002368585,0.0001828056,0.0004872976,0.0007950842,0.003168307,0.00146167,0.0001656795,0.00002678826],"category_scores_gemma":[0.00004059011,0.000241942,0.00002195294,0.001390099,0.00003118686,0.008976299,0.000126961,0.0003811895,0.00005450988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004709359,"about_ca_system_score_gemma":0.0005077145,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03790975,"about_ca_topic_score_gemma":0.6382885,"domain_scores_codex":[0.9972019,0.0006742364,0.0003042682,0.0006937743,0.0006728723,0.0004529619],"domain_scores_gemma":[0.9974847,0.0001165321,0.0001374725,0.001410167,0.0004383303,0.0004127754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006770633,0.0006321538,0.01746688,0.0003504274,0.0005747326,0.0000137087,0.03459997,0.0002735253,0.001220138,0.03425768,0.005811165,0.9047319],"study_design_scores_gemma":[0.0005065986,0.0005357841,0.1139444,0.0001313303,0.00005776411,0.00001097647,0.002653103,0.04257903,0.000386782,0.0006893593,0.8379414,0.0005634133],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9033659,0.0008264224,0.07059263,0.006479245,0.001519908,0.004305234,0.00006905721,0.0008933566,0.01194829],"genre_scores_gemma":[0.9211485,0.0002576187,0.07612785,0.0003094637,0.0000612283,0.0008741567,0.0003712797,0.00002097712,0.0008289062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9041685,"threshold_uncertainty_score":0.9978665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08708458619953946,"score_gpt":0.3598538663275721,"score_spread":0.2727692801280326,"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."}}