{"id":"W3128309914","doi":"10.29173/iasl7577","title":"Effects on Reader Services of Applying Blogs in High School Libraries in Taiwan","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Web and Library Services","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); School library; World Wide Web; Computer science; Key (lock); Channel (broadcasting); Library instruction; Library science; Multimedia; Political science; Information literacy; Telecommunications","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":[0.0001927034,0.0002325648,0.0003766897,0.0002910503,0.0000503617,0.0004613172,0.001074048,0.0001438424,0.00003571111],"category_scores_gemma":[0.00005163783,0.0002191711,0.00004165169,0.001129668,0.00004636672,0.00366764,0.0005070563,0.0003362657,0.00002813257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001873444,"about_ca_system_score_gemma":0.0002390237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001982555,"about_ca_topic_score_gemma":0.00005482474,"domain_scores_codex":[0.9982377,0.00003605738,0.0003789795,0.0006057705,0.0003400054,0.0004014589],"domain_scores_gemma":[0.9992259,0.00008653033,0.0001526155,0.0001882675,0.0002230366,0.0001236299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001733876,0.0005554621,0.4958996,0.003386541,0.0000454345,0.0002298029,0.2089768,0.00002613559,0.01079238,0.2577098,0.0003862618,0.02181832],"study_design_scores_gemma":[0.002450382,0.0005576764,0.6603997,0.003028475,0.00001473307,0.00002587261,0.05049071,0.005764561,0.2071493,0.06691085,0.002151938,0.001055767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938083,0.000239729,0.00009930253,0.002976988,0.0001110653,0.0002524407,0.000004853709,0.0001133115,0.002393956],"genre_scores_gemma":[0.9943124,0.00001871521,0.004001915,0.001350264,0.00006430144,0.00006632361,0.000005452117,0.00001208791,0.0001685249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.196357,"threshold_uncertainty_score":0.8937538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009930676364929026,"score_gpt":0.2141569789679378,"score_spread":0.2042263026030088,"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."}}