{"id":"W1519499233","doi":"10.18438/b88c7p","title":"Library Users Expect Link Resolvers to Provide Full Text While Librarians Expect Accurate Results","year":2006,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Computer science; Service (business); World Wide Web; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0003388325,0.0003583943,0.0002525664,0.0007739784,0.0004770849,0.006638594,0.001111344,0.0001495739,0.000181408],"category_scores_gemma":[0.0009687293,0.0003307541,0.00009254247,0.002531247,0.00006487562,0.5567235,0.0006802079,0.0002963908,0.0003099017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002067722,"about_ca_system_score_gemma":0.0007979723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000110954,"about_ca_topic_score_gemma":1.180225e-7,"domain_scores_codex":[0.9970822,0.0002859621,0.000988003,0.0005562332,0.0006082693,0.0004793011],"domain_scores_gemma":[0.9959706,0.002335997,0.0005772976,0.000694168,0.00005262771,0.0003693273],"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":[0.004438394,0.0001617916,0.001072515,0.0001647677,0.0000543436,0.00007697416,0.002622678,0.003608097,0.0001339653,0.2078097,0.7271194,0.05273742],"study_design_scores_gemma":[0.0007318654,0.0003679999,0.002559749,0.0002292255,0.000008941506,0.00002851881,0.0004227307,0.008154151,0.006413408,0.0003816254,0.9802098,0.0004919894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008076365,0.001348879,0.06371166,0.5080234,0.0009270165,0.002001652,0.00007829995,0.003485376,0.4123473],"genre_scores_gemma":[0.3437833,0.001418968,0.3244038,0.2915428,0.001365339,0.000503894,0.0007113348,0.000129772,0.0361407],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5500849,"threshold_uncertainty_score":0.9999145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160264644161287,"score_gpt":0.220901202354532,"score_spread":0.2048747379384033,"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."}}