{"id":"W7135403193","doi":"10.1108/dl-09-2007-0008","title":"An Overview of Distance Library Services at Nova Southeastern University’s Main Library","year":2007,"lang":"en","type":"article","venue":"Distance Learning","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distance education; The Internet; Higher education; Online learning; Variety (cybernetics); Graduate students; Nova (rocket); Unix","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003969188,0.0001170257,0.0001591452,0.00009033102,0.0005421474,0.0001742162,0.0006601392,0.00007410469,0.001788713],"category_scores_gemma":[0.00001081448,0.0001196035,0.00006942675,0.0008908952,0.0002023647,0.02133094,0.0001059831,0.000155417,0.00009878342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002557567,"about_ca_system_score_gemma":0.0001100704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008055584,"about_ca_topic_score_gemma":0.000118316,"domain_scores_codex":[0.9985607,0.0001609136,0.000281276,0.0002229622,0.0003904959,0.0003836097],"domain_scores_gemma":[0.9991905,0.0001017936,0.0002712762,0.0002146136,0.00002222965,0.0001995778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001448995,0.0000454613,0.6076853,0.0001599527,0.000008329755,0.0000221094,0.05543652,0.00009086585,0.00007427713,0.3275711,0.0003839815,0.008377152],"study_design_scores_gemma":[0.0001706417,0.00003546527,0.04792984,0.000144991,0.000003746081,5.901316e-7,0.03948573,0.0003405662,0.0001266482,0.0003977151,0.9111819,0.0001821587],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7279341,0.001216183,0.002573638,0.001524125,0.0002855959,0.0002180945,0.00008026312,0.0003990853,0.2657689],"genre_scores_gemma":[0.9719514,0.0003160053,0.0008200379,0.0009559022,0.0001232155,2.926243e-7,0.00009987154,0.00001453811,0.0257187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.910798,"threshold_uncertainty_score":0.9991238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02154321390278901,"score_gpt":0.2796674035219678,"score_spread":0.2581241896191788,"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."}}