{"id":"W3128412472","doi":"10.29173/iasl7598","title":"Information Needs and Information Seeking Behaviours of Elementary School Students in Taiwan","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Taiwan University","keywords":"Mathematics education; Information literacy; Information needs; Set (abstract data type); Psychology; Context (archaeology); School education; Primary education; Information seeking; Sample (material); Pedagogy; Computer science; Geography; Library 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004955664,0.0001370501,0.0002663577,0.001397895,0.0006730959,0.000957746,0.000206515,0.0006050899,0.002208078],"category_scores_gemma":[0.002292046,0.0002596551,0.0002825697,0.0009975723,0.0003877376,0.000777795,0.0005981273,0.0006690937,0.0002228156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006950278,"about_ca_system_score_gemma":0.0008308459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01888026,"about_ca_topic_score_gemma":0.02457502,"domain_scores_codex":[0.9996811,0.00006344476,0.00005356461,0.00003706111,0.0000672234,0.00009764124],"domain_scores_gemma":[0.9982052,0.0005769013,0.0005340161,0.00005701748,0.0001930115,0.0004337936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004807721,0.0002270902,0.9618356,0.00005246462,0.00001202646,0.0002910109,0.03231998,0.00001847476,0.0005989657,0.0001155669,0.0001309565,0.004349806],"study_design_scores_gemma":[0.000005342126,0.0001747539,0.9496976,0.00004170373,0.00001177018,0.0001520093,0.04907724,0.0001189401,0.0001391983,0.00005177577,0.0005207364,0.000008845717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996926,0.00002732178,0.000004028484,0.0000328183,3.602381e-7,0.000002708145,0.00001473593,4.246521e-7,0.0002251282],"genre_scores_gemma":[0.9995978,0.00004974182,0.00001998589,0.00001989008,8.995688e-7,0.000006769769,0.00003413538,6.605242e-7,0.0002700154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01888026,"threshold_uncertainty_score":0.03754073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118339068821298,"score_gpt":0.2829575030610572,"score_spread":0.2711235961789274,"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."}}