{"id":"W3133492003","doi":"10.29173/iasl7525","title":"Advocacy for School Library Development","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Government (linguistics); Order (exchange); Service (business); Public relations; Rural area; Business; ICTS; Reading (process); School library; Political science; Information and Communications Technology; Computer science; Library science; Marketing","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":[],"consensus_categories":[],"category_scores_codex":[0.02754631,0.0005804708,0.0005992079,0.003338228,0.01104076,0.01779246,0.002102177,0.01925879,0.04071812],"category_scores_gemma":[0.04244468,0.0003904829,0.0006790648,0.002940323,0.01092408,0.01644499,0.02091183,0.01365377,0.006036394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005659163,"about_ca_system_score_gemma":0.02063753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003625332,"about_ca_topic_score_gemma":0.005671535,"domain_scores_codex":[0.9775634,0.01358675,0.0007009113,0.0012394,0.004053064,0.002856515],"domain_scores_gemma":[0.9249241,0.0473058,0.00521439,0.002910409,0.007583392,0.01206183],"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":[0.00005387262,0.000243002,0.005093293,0.0008080758,0.00002415526,0.0007192413,0.02716435,0.0001311586,0.0006292893,0.527912,0.3169407,0.1202809],"study_design_scores_gemma":[0.00002192707,0.00002775082,0.0006196576,0.0004329471,0.000007237825,0.0001533358,0.009166907,0.00007898916,0.0002649397,0.01765862,0.9715575,0.00001027402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007961839,0.005273713,0.00243037,0.8151361,0.003313869,0.0001020689,0.0000594651,0.0001077956,0.1656148],"genre_scores_gemma":[0.3541009,0.009040447,0.006582043,0.4256038,0.005623614,0.0004533716,0.0001244453,0.0001700016,0.1983014],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04071812,"threshold_uncertainty_score":0.1456806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02652426149467783,"score_gpt":0.2879668665161446,"score_spread":0.2614426050214667,"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."}}