{"id":"W2979953845","doi":"10.29173/iasl7185","title":"The First Step of Smart Learning: School Librarians’ Stages of Concern about Digital Textbooks in South Korea","year":2016,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Professional development; Psychological intervention; Public relations; Political science; Psychology; Sociology; Pedagogy; Medical education; Medicine","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":[0.0003453083,0.0001459193,0.0002021213,0.0001337726,0.0001460011,0.0003345314,0.0009949009,0.00007293222,0.00007669646],"category_scores_gemma":[0.0009686883,0.00009263801,0.00009277279,0.0002682959,0.0003059234,0.00116916,0.0002434866,0.0002367028,0.00004831028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002600871,"about_ca_system_score_gemma":0.0002464021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002871102,"about_ca_topic_score_gemma":0.00001524328,"domain_scores_codex":[0.9986511,0.00002140431,0.0004633987,0.0003065503,0.0002849677,0.0002725973],"domain_scores_gemma":[0.9985146,0.0001829497,0.0003848199,0.0001793556,0.0006344774,0.0001037887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003498009,0.00009558311,0.8532158,0.0000685092,0.00002905469,7.116479e-7,0.08359467,0.000002215739,0.0001030846,0.04140953,0.001672644,0.01977324],"study_design_scores_gemma":[0.002348347,0.001760051,0.6977354,0.003583022,0.00002598864,0.00001702771,0.1281284,0.001524297,0.004741444,0.005796006,0.1533408,0.0009992354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804792,0.0001296686,0.006774905,0.004802779,0.0002306422,0.000255358,0.00002141822,0.000130986,0.00717503],"genre_scores_gemma":[0.9899156,0.00001829355,0.0002527515,0.00004487982,0.00003018421,0.00002253384,7.231581e-7,0.00000966646,0.009705345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1554804,"threshold_uncertainty_score":0.3777668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02737647292841631,"score_gpt":0.2615067189599862,"score_spread":0.2341302460315699,"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."}}