{"id":"W4310102496","doi":"10.29173/iasl8546","title":"Promotion of Reading through Distance Learning Service","year":2022,"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":"Reading (process); Promotion (chess); Service (business); Distance education; Coronavirus disease 2019 (COVID-19); World Wide Web; Library science; Sociology; Computer science; Multimedia; Pedagogy; Psychology; Public relations; Political science; Business; Medicine; Marketing; Politics","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":[0.001327551,0.0001926618,0.0001625734,0.001448955,0.001957277,0.003347465,0.0009631375,0.0008988151,0.04861663],"category_scores_gemma":[0.004221717,0.0001225477,0.0002473376,0.0009646477,0.001330836,0.002409058,0.004230963,0.001780595,0.01218546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001770701,"about_ca_system_score_gemma":0.003907124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003459593,"about_ca_topic_score_gemma":0.0093584,"domain_scores_codex":[0.9983475,0.000464223,0.00005465918,0.0001725384,0.0005596048,0.0004014636],"domain_scores_gemma":[0.9947509,0.001245129,0.000368055,0.0005085787,0.001131648,0.001995674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001878895,0.001733388,0.0126532,0.0005158099,0.000008844974,0.001015354,0.0137143,0.000209228,0.009682299,0.03940947,0.06130358,0.8595666],"study_design_scores_gemma":[0.0000568363,0.001093086,0.03059812,0.0002802833,0.00001450756,0.0009119714,0.009255118,0.0003869087,0.008634207,0.004987555,0.9437358,0.00004569216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1998845,0.001618963,0.008836471,0.01657213,0.001226959,0.0002951866,0.0001776785,0.001771168,0.769617],"genre_scores_gemma":[0.6376149,0.001236674,0.007669433,0.002932199,0.0009934657,0.00007391503,0.0001673382,0.0003476755,0.3489645],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04861663,"threshold_uncertainty_score":0.1626388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0470921786902054,"score_gpt":0.3079217526942037,"score_spread":0.2608295740039983,"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."}}