{"id":"W2979886653","doi":"10.29173/iasl7207","title":"The School Library: Interdisciplinary, Collaborative, Virtual","year":2016,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"School library; Library science; World Wide Web; Computer science","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":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006933294,0.0004605754,0.0003825901,0.003380736,0.009603137,0.02972797,0.002531511,0.003096651,0.04426599],"category_scores_gemma":[0.00924917,0.0007972684,0.0004875607,0.003825454,0.006007754,0.02304136,0.0205652,0.002197575,0.01100059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004277232,"about_ca_system_score_gemma":0.01581338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008891301,"about_ca_topic_score_gemma":0.02152937,"domain_scores_codex":[0.9928644,0.004822093,0.0002913871,0.0004496168,0.0009279881,0.0006445812],"domain_scores_gemma":[0.98966,0.002619346,0.0007698248,0.001015044,0.0006905603,0.005245378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002846945,0.001422245,0.01960519,0.0006865991,0.00009816819,0.001264445,0.07719354,0.0007513051,0.0009386971,0.1027516,0.3458266,0.4491769],"study_design_scores_gemma":[0.00006405879,0.0001647036,0.005907102,0.0004206135,0.00006575588,0.0007360753,0.1046702,0.0007070536,0.0008846654,0.02232091,0.8639905,0.00006827319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1880209,0.01067814,0.03596869,0.1235215,0.002170651,0.0004059375,0.0008532042,0.008768275,0.6296126],"genre_scores_gemma":[0.8149251,0.005280724,0.02811936,0.006024809,0.0008971,0.0002936345,0.0005551851,0.0009578621,0.1429462],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04426599,"threshold_uncertainty_score":0.1480845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157812029520464,"score_gpt":0.2815718804255846,"score_spread":0.26999376013038,"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."}}