{"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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006318117,0.00009462828,0.0001348604,0.0003641927,0.0001854296,0.0006913485,0.0002760959,0.00007657912,0.0002017303],"category_scores_gemma":[0.0002676311,0.00009713803,0.00002383881,0.0008677695,0.000131408,0.0721444,0.0001382097,0.0001413315,0.00002230747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005140717,"about_ca_system_score_gemma":0.000367261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004189053,"about_ca_topic_score_gemma":0.0000222187,"domain_scores_codex":[0.9985257,0.00001808804,0.000516958,0.00005817072,0.0006361228,0.0002449815],"domain_scores_gemma":[0.9987859,0.00001301072,0.0002503977,0.00004960121,0.0007676625,0.0001334822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000981532,0.00001697222,0.4282762,0.00003137062,0.000003084783,1.487085e-7,0.5494233,6.464545e-7,0.00001600455,0.01382798,0.0004773643,0.007917049],"study_design_scores_gemma":[0.0003993784,0.00005005105,0.1798985,0.00009694384,0.000005361245,0.000002010937,0.7903498,0.00009732271,0.0002288842,0.0005679949,0.02816453,0.0001392079],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881608,0.00001492356,0.00006736721,0.002246531,0.00009870239,0.0002135028,0.00002942272,0.00003373703,0.00913496],"genre_scores_gemma":[0.9974549,0.00005783087,0.0002549977,0.002011725,0.00002750486,0.00001207347,0.00005731693,0.000001743874,0.0001218481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2483777,"threshold_uncertainty_score":0.940833,"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."}}