{"id":"W3199474069","doi":"10.29173/slw8246","title":"Teachers' Attitudes Toward Library Use","year":2021,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"School library; Psychology; Medical education; Mathematics education; School teachers; Library instruction; Pedagogy; Information literacy; Library science; Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004676282,0.0001655857,0.0004645743,0.001776299,0.001338993,0.00306207,0.0003281413,0.0005538692,0.003834091],"category_scores_gemma":[0.01847681,0.0004036574,0.0003053041,0.00096335,0.001037524,0.001249801,0.001182598,0.0008194431,0.0009501975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042537,"about_ca_system_score_gemma":0.001043822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00560897,"about_ca_topic_score_gemma":0.009273072,"domain_scores_codex":[0.9954176,0.002428346,0.0003560721,0.0002819686,0.00118201,0.0003339445],"domain_scores_gemma":[0.9725294,0.01572315,0.006055353,0.00075925,0.003406625,0.001526224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001979941,0.00050473,0.7995142,0.0002834918,0.00004862181,0.0005266798,0.163824,0.0000648487,0.002088302,0.0002942729,0.000826277,0.03182675],"study_design_scores_gemma":[0.00004023802,0.0009801798,0.6866282,0.0003113031,0.0001022043,0.0008439397,0.2977024,0.0002946428,0.001744879,0.0002644743,0.01102434,0.00006320002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960736,0.0002504716,0.0001555113,0.0002373922,0.000006479672,0.00001366188,0.00002531384,0.0000118376,0.00322571],"genre_scores_gemma":[0.9978878,0.0003252717,0.0001378947,0.0001576576,0.00001051141,0.00002454663,0.00002351275,0.000005843706,0.001427047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00560897,"threshold_uncertainty_score":0.02473086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02983573087775342,"score_gpt":0.2809210141354617,"score_spread":0.2510852832577082,"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."}}