{"id":"W4413807146","doi":"10.14429/djlit.21140","title":"Global Scientific Trends on Library Anxiety from 1927 to 2025","year":2025,"lang":"en","type":"article","venue":"DESIDOC Journal of Library & Information Technology","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Computer science; Library science; Psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.001731761,0.0002241486,0.0003534706,0.01226093,0.0003942949,0.002308581,0.0003591597,0.0004388953,0.0045969],"category_scores_gemma":[0.009976419,0.00009490403,0.0005722798,0.0188125,0.000704729,0.002221148,0.001313419,0.0007801321,0.0009793931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002510311,"about_ca_system_score_gemma":0.001688386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01235989,"about_ca_topic_score_gemma":0.01337856,"domain_scores_codex":[0.9988852,0.0001901488,0.0001626529,0.0001597802,0.000429189,0.0001730953],"domain_scores_gemma":[0.9838252,0.004328985,0.006096423,0.0002699991,0.004366493,0.001112992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002311011,0.00008811971,0.736414,0.001789076,0.0002167184,0.0004900175,0.005757641,0.000387866,0.0004379906,0.003836478,0.02004791,0.2303031],"study_design_scores_gemma":[0.000003352935,0.00007963494,0.9670861,0.0003823042,0.00007431909,0.0004435065,0.003607884,0.0001734741,0.0002010305,0.0003035197,0.02762366,0.00002131529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8493499,0.06391083,0.0009855801,0.01639387,0.0004894172,0.00005361125,0.02120875,0.00023635,0.04737164],"genre_scores_gemma":[0.9708658,0.01922851,0.0003621114,0.001055753,0.0007293175,0.00004639979,0.005182468,0.00002641994,0.002503106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9877391,"threshold_uncertainty_score":0.02457589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01105777187080296,"score_gpt":0.2800431681608292,"score_spread":0.2689853962900262,"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."}}