{"id":"W1579191457","doi":"10.18438/b8xs5z","title":"Still Bound for Disappointment? Another Look at Faculty and Library Journal Collections","year":2013,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disappointment; Library science; Phone; Service (business); Psychology; Computer science; Business; Marketing; Social psychology","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":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0001612719,0.0001631455,0.0001267085,0.0002963404,0.0006861879,0.007203414,0.0002942277,0.00006715573,0.0005430549],"category_scores_gemma":[0.0003908586,0.0001338884,0.00004597872,0.0006988735,0.00006914006,0.4604999,0.0002934763,0.0001297016,0.00006270557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001593371,"about_ca_system_score_gemma":0.0002981581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001483139,"about_ca_topic_score_gemma":1.776953e-8,"domain_scores_codex":[0.9988649,0.00009079847,0.0003992594,0.0001887195,0.0002365793,0.0002196996],"domain_scores_gemma":[0.9980034,0.001247095,0.0003205937,0.0001707358,0.00005563053,0.0002025978],"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":[0.0005157787,0.0001180376,0.003577848,0.0001688374,0.00009125299,0.000004380496,0.001797445,0.00009179459,0.00005072641,0.1045273,0.844218,0.04483857],"study_design_scores_gemma":[0.0005761775,0.0002266352,0.003500338,0.000074412,0.000009538402,0.0001009256,0.000219761,0.009359134,0.001302845,0.002055766,0.9823684,0.0002061293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05254723,0.003433592,0.2711659,0.5109034,0.001438347,0.004463095,0.0001061011,0.001648969,0.1542934],"genre_scores_gemma":[0.09901598,0.00558675,0.3545426,0.356429,0.0005792351,0.0008586878,0.0002822636,0.00008547949,0.18262],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4532965,"threshold_uncertainty_score":0.9938272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01741457739805716,"score_gpt":0.2343837588578596,"score_spread":0.2169691814598025,"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."}}