{"id":"W244106523","doi":"","title":"Digital Natives, 21st Century School Libraries, and 21st Century Preparation Programs: An Informal Affirmation of Branch and deGroot","year":2012,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Web and Library Services","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Yesterday; School library; Library science; Sociology; Theme (computing); State (computer science); World Wide Web; Computer science","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":["metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0002314656,0.0003880825,0.0003705719,0.0003146936,0.0003241459,0.003206732,0.0007795187,0.0001633311,0.00005943003],"category_scores_gemma":[0.0001009272,0.0003547132,0.00006400559,0.0008437476,0.0002653223,0.06948709,0.0008010431,0.0003284434,0.00002883831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001605525,"about_ca_system_score_gemma":0.0003061513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002174127,"about_ca_topic_score_gemma":0.00001552215,"domain_scores_codex":[0.9976081,0.0001414392,0.0006562241,0.0004865962,0.0004692637,0.0006383866],"domain_scores_gemma":[0.9980355,0.0001387054,0.0003771159,0.000627266,0.00007384228,0.0007475928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002542739,0.000372198,0.4211452,0.0003902423,0.0001053451,0.000002001669,0.007866278,0.00001071464,0.0001746664,0.4338256,0.0009187354,0.1349348],"study_design_scores_gemma":[0.001715078,0.0006486755,0.7064107,0.0002925481,0.00004141023,0.00005715527,0.004365496,0.001788393,0.003705479,0.005844338,0.2739463,0.001184389],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8754452,0.02371578,0.001895025,0.001877916,0.00122331,0.001863634,0.000115691,0.001270172,0.09259331],"genre_scores_gemma":[0.9845991,0.000470599,0.01330237,0.0004592113,0.0003673777,0.00004306502,0.0003359291,0.00003082824,0.0003915619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4279812,"threshold_uncertainty_score":0.9998905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009752088043508689,"score_gpt":0.2161963018882687,"score_spread":0.20644421384476,"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."}}