{"id":"W3127009587","doi":"10.29173/iasl7597","title":"Teaching Support of Tapei Senior High School Libraries","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; School library; Media center; Information center; Computer science; Medical education; Knowledge management; Mathematics education; Library science; Pedagogy; Psychology; 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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000569251,0.0001311403,0.0002164047,0.0001108357,0.0004943981,0.0007036096,0.0004973181,0.0001095408,0.003070994],"category_scores_gemma":[0.0008736606,0.0001220087,0.00006905213,0.0004817411,0.0003640752,0.02231288,0.0001622888,0.0002542003,0.0001495787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000021942,"about_ca_system_score_gemma":0.001268139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004131969,"about_ca_topic_score_gemma":0.000005792824,"domain_scores_codex":[0.9983269,0.00003510819,0.0004088898,0.0002484392,0.0005997485,0.0003809201],"domain_scores_gemma":[0.9985234,0.00005963476,0.0002177636,0.00009625941,0.0008451274,0.0002577927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001458278,0.00004985782,0.01615934,0.0000597266,0.00001213921,0.000003739799,0.4426254,2.619622e-7,0.0003636363,0.5060067,0.02829887,0.006405755],"study_design_scores_gemma":[0.0002622065,0.0001095667,0.007605549,0.00007583876,0.0000118849,0.00000757138,0.3737887,0.00004168893,0.006295268,0.0173756,0.5941115,0.0003145564],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8353531,0.00003050119,0.00009467627,0.01881393,0.0003219466,0.0001644351,0.00004759182,0.000173355,0.1450004],"genre_scores_gemma":[0.9735966,0.00003042046,0.002591646,0.003985362,0.0002555402,0.000009157528,0.00001998935,0.000006837824,0.0195044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5658126,"threshold_uncertainty_score":0.9978403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01744673742288693,"score_gpt":0.2754835817061972,"score_spread":0.2580368442833103,"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."}}