{"id":"W311129738","doi":"10.29173/slw6980","title":"Korea: A Study of School Library Development","year":2007,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Global Educational Reforms and Inequalities","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lifelong learning; Curriculum; Government (linguistics); Implementation; School library; Information and Communications Technology; Plan (archaeology); Political science; Development plan; Library science; Pedagogy; Sociology; Engineering; Geography; 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":"observational","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":"other","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":[0.001682153,0.0002314815,0.0003521051,0.00258067,0.003840814,0.004161107,0.000629099,0.0003826602,0.008495544],"category_scores_gemma":[0.003580653,0.0003069973,0.0003495552,0.005630201,0.001641638,0.004865062,0.003745018,0.001102602,0.0006069712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004882504,"about_ca_system_score_gemma":0.008544391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03682433,"about_ca_topic_score_gemma":0.0753881,"domain_scores_codex":[0.9986969,0.0004346688,0.0001032782,0.00008426182,0.000174064,0.0005069759],"domain_scores_gemma":[0.9960459,0.000748715,0.00109874,0.0001663668,0.0006290821,0.001311264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001814584,0.001082499,0.7254798,0.0004240195,0.00005786864,0.0007487531,0.2059776,0.00007243528,0.0002690631,0.01550081,0.007389202,0.04281655],"study_design_scores_gemma":[0.00002552702,0.0001347671,0.5086609,0.0002213755,0.00003218275,0.0002217687,0.4541246,0.00009335837,0.0001451922,0.000492445,0.03582843,0.00001945282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820515,0.0005925572,0.00003081991,0.001191497,0.000009045247,0.00004639222,0.0002224553,0.000003897271,0.01585192],"genre_scores_gemma":[0.9966643,0.0005982344,0.00005595014,0.0003968042,0.00000458354,0.00002901592,0.0001463994,0.000004490995,0.002100125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03682433,"threshold_uncertainty_score":0.07322001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03299845113136692,"score_gpt":0.3117159155549309,"score_spread":0.278717464423564,"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."}}