{"id":"W3143613760","doi":"10.29173/iasl7851","title":"School Library as a \"Culture Agent\"","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Jewish Identity and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Population; Judaism; The Internet; Sociology; Political science; Geography; Law; World Wide Web; Demography; 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":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","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":[0.00211412,0.0002422827,0.0002071921,0.001929936,0.01118494,0.01242135,0.0008762092,0.0007431248,0.01030671],"category_scores_gemma":[0.002620637,0.000268239,0.0001822368,0.001822491,0.004219595,0.003604237,0.004517555,0.0009978048,0.00207802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004349699,"about_ca_system_score_gemma":0.007722899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01433642,"about_ca_topic_score_gemma":0.03209537,"domain_scores_codex":[0.9967899,0.001812995,0.0001221716,0.0001761733,0.0004762288,0.0006225416],"domain_scores_gemma":[0.9953269,0.0006581585,0.0009447027,0.0002245263,0.0009201734,0.001925598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000191582,0.0009122129,0.2877357,0.0002931354,0.0000633118,0.002633602,0.4786086,0.0001028439,0.002782788,0.0753569,0.01779257,0.1335267],"study_design_scores_gemma":[0.00002978629,0.0002962313,0.08337033,0.0002896063,0.00006354802,0.001332105,0.7028748,0.0002562921,0.001570957,0.003805046,0.2060596,0.00005162197],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8300312,0.0008078931,0.0009047309,0.005332532,0.0001145667,0.00005546087,0.00006690304,0.00008574774,0.1626009],"genre_scores_gemma":[0.9887559,0.000298731,0.0001930576,0.0005553875,0.00003826394,0.000008937685,0.00001639036,0.000009325046,0.01012395],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01433642,"threshold_uncertainty_score":0.03447938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02088385377113363,"score_gpt":0.2844886656622673,"score_spread":0.2636048118911337,"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."}}