{"id":"W3145279292","doi":"10.29173/iasl7490","title":"School Libraries to Read the World","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Context (archaeology); Leverage (statistics); Humanities; Library science; Computer science; Geography; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002001571,0.0006186952,0.0004803993,0.002883035,0.007091579,0.02284049,0.00156164,0.00326651,0.3041275],"category_scores_gemma":[0.005951373,0.0003194459,0.0005271499,0.004116219,0.002856546,0.01181227,0.01301084,0.003471547,0.1039052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004320145,"about_ca_system_score_gemma":0.009681845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003831568,"about_ca_topic_score_gemma":0.01108907,"domain_scores_codex":[0.996635,0.001253243,0.0001442509,0.0004560928,0.0009019423,0.000609453],"domain_scores_gemma":[0.9926819,0.0007242253,0.0006414411,0.0009228423,0.001475692,0.003553954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004920786,0.0002890351,0.003776042,0.0005285354,0.00001473225,0.00022692,0.008411331,0.00006963844,0.0003433515,0.07972451,0.6138391,0.2927276],"study_design_scores_gemma":[0.000005165199,0.00001661584,0.001000496,0.0001112711,0.000003412595,0.00005654148,0.003666762,0.00001231821,0.000111057,0.002114249,0.9928975,0.000004557055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008482146,0.007302172,0.001296763,0.04964362,0.003452041,0.000126675,0.0005310794,0.0009793818,0.9281861],"genre_scores_gemma":[0.0689202,0.005540827,0.002205734,0.01391495,0.001510542,0.0001355514,0.0006734057,0.0004974795,0.9066013],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3041275,"threshold_uncertainty_score":0.9925776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05186267212989521,"score_gpt":0.3346304786191256,"score_spread":0.2827678064892304,"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."}}