{"id":"W2070576648","doi":"10.6017/ital.v31i1.1857","title":"Editorial Board Thoughts: Tools of the Trade","year":2008,"lang":"en","type":"paratext","venue":"Information Technology and Libraries","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Editorial board; On board; Computer science; Library science; Political science; World Wide Web; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009030431,0.0001652708,0.0002631893,0.0003116441,0.0005451069,0.0004129161,0.0004645911,0.0008418933,0.0003587089],"category_scores_gemma":[0.0001965241,0.000110603,0.00006442633,0.0001141849,0.001300523,0.003686268,0.0001659816,0.0009602097,0.00009651611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007713717,"about_ca_system_score_gemma":0.0001461226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001671354,"about_ca_topic_score_gemma":0.000002625182,"domain_scores_codex":[0.9990847,0.00002527787,0.0004505804,0.00008500143,0.0001934859,0.0001609356],"domain_scores_gemma":[0.999181,0.0001122889,0.0004365127,0.0001985538,0.00005345696,0.00001818552],"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":[0.000007203078,0.00000268013,0.000007927029,0.00007047365,0.00001606985,3.306807e-8,0.007987484,8.001081e-7,3.249359e-7,0.2284796,0.7605312,0.002896125],"study_design_scores_gemma":[0.0001481139,0.00002392612,0.000006896523,0.0001106535,0.00001293132,0.000004303815,0.003884071,0.000002683382,0.0002482322,0.005353936,0.9900749,0.0001293201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001310102,0.003714779,0.00006491842,0.01317342,0.1446295,0.0004086312,0.00100024,0.0003522309,0.8353462],"genre_scores_gemma":[0.128949,0.008234075,0.0007137571,0.006058042,0.5472004,0.0002883614,0.002225037,0.0001265218,0.3062049],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5291413,"threshold_uncertainty_score":0.6493452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01489104149175619,"score_gpt":0.1989710272109449,"score_spread":0.1840799857191887,"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."}}