{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006338236,0.0001226421,0.0001755527,0.00007256289,0.0002819214,0.00008339539,0.0007771337,0.00003120527,0.00006094832],"category_scores_gemma":[0.0002487314,0.0001256777,0.00003776762,0.0007628641,0.00003644508,0.001034124,0.0004139766,0.0003337554,0.000006557897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006155641,"about_ca_system_score_gemma":0.0002050699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005400598,"about_ca_topic_score_gemma":0.0000014352,"domain_scores_codex":[0.9986064,0.00004553833,0.0002535094,0.0003763165,0.0004696992,0.0002485751],"domain_scores_gemma":[0.9986754,0.00007912698,0.000254575,0.0001219842,0.0007996834,0.00006924785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002919656,0.0002991922,0.01154724,0.0002587097,0.00002251019,0.000002922174,0.5447482,0.00005912814,0.005453753,0.4079035,0.0008868303,0.02878875],"study_design_scores_gemma":[0.001753835,0.002803237,0.02259566,0.0006206856,0.00007354853,0.0002559171,0.3821218,0.06218455,0.03496616,0.2665158,0.2240576,0.002051181],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8551312,0.00007909602,0.1333779,0.006703578,0.0005396079,0.000282588,0.00001191486,0.0001966075,0.003677539],"genre_scores_gemma":[0.9126003,0.00001322262,0.08640191,0.0002557252,0.00006205565,0.00009629615,0.000004794704,0.000008725729,0.0005569006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2231708,"threshold_uncertainty_score":0.5124989,"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."}}