{"id":"W1498892609","doi":"10.29173/iasl8003","title":"Improving the school library for IB students: a case study at The British International School, Jakarta","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); School library; Work (physics); Guideline; Library science; Medical education; Section (typography); Sociology; Public relations; Psychology; Political science; Business; Engineering; Computer science; Medicine; Geography; Advertising","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008706389,0.0001791771,0.0001729602,0.00004373617,0.0009407166,0.004884644,0.001935088,0.00005839475,0.0001685384],"category_scores_gemma":[0.001895529,0.0001301857,0.00009190108,0.0003582897,0.0000889349,0.001988707,0.00159812,0.000330423,0.00003110281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006713702,"about_ca_system_score_gemma":0.0007581114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003264206,"about_ca_topic_score_gemma":0.0002033389,"domain_scores_codex":[0.9980195,0.00005934202,0.0003412683,0.0006369083,0.0006043853,0.0003385632],"domain_scores_gemma":[0.9977216,0.0003766918,0.0001778796,0.0003075658,0.001186848,0.0002293997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000103926,0.002316343,0.3700891,0.0001640606,0.0005348265,0.001271414,0.2404368,0.000002777686,0.0008960212,0.01166559,0.1532594,0.2192598],"study_design_scores_gemma":[0.003529667,0.0007969739,0.06407506,0.0003443012,0.0001704699,0.01018999,0.7775508,0.005061488,0.002375981,0.01197159,0.1226862,0.001247514],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805256,0.0002638127,0.005165778,0.01151499,0.00111491,0.0008475841,0.00004110071,0.0001192682,0.0004070066],"genre_scores_gemma":[0.9582285,0.00005308428,0.02608288,0.003205174,0.0007920632,0.0006767981,0.00001034782,0.00002458542,0.01092663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.537114,"threshold_uncertainty_score":0.9961484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03321684625806372,"score_gpt":0.3275474246403414,"score_spread":0.2943305783822777,"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."}}