{"id":"W3127154633","doi":"10.29173/iasl7575","title":"Way to Manage Senior High School Library","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"School library; Service (business); Exhibition; Sociology; School education; Medical education; Library science; Public relations; Business; Pedagogy; Political science; Computer science; Marketing; Medicine; Geography","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":[],"category_scores_codex":[0.0003236583,0.0002120493,0.000231126,0.0001746342,0.0001722163,0.001181632,0.001134459,0.00009501803,0.0005735439],"category_scores_gemma":[0.0002975269,0.0002043233,0.00006429173,0.0009602928,0.00003146228,0.001955411,0.0006723478,0.0003351475,0.0007046409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003027981,"about_ca_system_score_gemma":0.0002141129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000236902,"about_ca_topic_score_gemma":0.00000119425,"domain_scores_codex":[0.9982214,0.00005335935,0.0002684653,0.0007033899,0.0003422929,0.0004110865],"domain_scores_gemma":[0.9985908,0.000058686,0.00007776416,0.0003273943,0.0004535343,0.000491875],"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":[0.00002441196,0.0004040133,0.01974087,0.0001730733,0.00007205334,0.0001054148,0.2410479,0.000003475218,0.00379618,0.4728568,0.1057702,0.1560057],"study_design_scores_gemma":[0.0009140582,0.0003190586,0.2538256,0.0003225979,0.00003471655,0.0001993286,0.02285376,0.001396111,0.05864776,0.05443411,0.6052325,0.001820404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7971132,0.00007395137,0.1437197,0.03401996,0.001121937,0.0002457581,0.00001335755,0.0009860073,0.02270612],"genre_scores_gemma":[0.7482894,0.00000916706,0.229052,0.004091965,0.0002048604,0.00003186699,0.000004794765,0.00001658248,0.01829939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4994623,"threshold_uncertainty_score":0.9998552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02097553178911593,"score_gpt":0.2865754660243063,"score_spread":0.2655999342351904,"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."}}