{"id":"W4401886850","doi":"10.3998/ticker.6400","title":"Conference Report: Academic Business Library Directors  Annual Conferences 2023 &amp;amp; 2024 ","year":2024,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Digital Rights Management and Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002436046,0.00103951,0.0005268995,0.002455894,0.002093612,0.006249095,0.001367015,0.003747645,0.6078231],"category_scores_gemma":[0.004495801,0.0004534011,0.0004811387,0.002062096,0.0003770334,0.002214097,0.002009464,0.002140262,0.5041335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002016966,"about_ca_system_score_gemma":0.007144653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007267476,"about_ca_topic_score_gemma":0.01290541,"domain_scores_codex":[0.9980448,0.0001690982,0.00008154726,0.0001667965,0.001243121,0.0002946203],"domain_scores_gemma":[0.9934998,0.0003917364,0.0002967029,0.0002448975,0.003692522,0.001874356],"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":[0.00001688041,0.00001877937,0.00005139131,0.00003712835,8.624204e-7,0.000011295,0.000004388245,0.00001015461,0.00006170799,0.0001825264,0.9925625,0.007042503],"study_design_scores_gemma":[0.000009247393,0.000008926286,0.0006142783,0.00002909329,0.000001152643,0.000008703573,0.00002415931,0.00002277895,0.0001149517,0.00008049455,0.9990816,0.00000460822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001330024,0.004669892,0.0006644009,0.02420834,0.03506343,0.0008078948,0.0222187,0.001499119,0.9095382],"genre_scores_gemma":[0.001774573,0.0009817319,0.00030492,0.001907794,0.002931866,0.0002171013,0.004493082,0.0002882471,0.9871006],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6078231,"threshold_uncertainty_score":0.5593927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07140646163349058,"score_gpt":0.2972067527461457,"score_spread":0.2258002911126551,"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."}}