{"id":"W4310102490","doi":"10.29173/iasl8542","title":"School Librarians Conducting Research across Cultures and Countries","year":2022,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Context (archaeology); Class (philosophy); Power (physics); Psychology; Cultural diversity; Pedagogy; Sociology; Public relations; Political science; Epistemology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.203331,0.0007315072,0.003491102,0.01285444,0.01263176,0.02177931,0.002144696,0.004112905,0.03242095],"category_scores_gemma":[0.2206278,0.002134587,0.0009892804,0.02178271,0.01036564,0.01435219,0.01197508,0.004421045,0.01689003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005091341,"about_ca_system_score_gemma":0.04203832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003606468,"about_ca_topic_score_gemma":0.009107602,"domain_scores_codex":[0.8033579,0.1483919,0.02180987,0.008901783,0.0134859,0.004052586],"domain_scores_gemma":[0.5023791,0.3008176,0.02569032,0.0746884,0.07252701,0.02389758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000399386,0.0005198345,0.06134352,0.008854477,0.0003945807,0.001219288,0.1663691,0.0002222727,0.004093304,0.02260876,0.113134,0.6208415],"study_design_scores_gemma":[0.0001100562,0.000248752,0.02167218,0.005874726,0.0001757019,0.0005831041,0.1379,0.000100822,0.002027835,0.01572751,0.8154979,0.00008139174],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1406715,0.1538946,0.07786383,0.1399906,0.009697874,0.01441194,0.002308864,0.004108314,0.4570525],"genre_scores_gemma":[0.421937,0.0934583,0.238205,0.1041521,0.005471151,0.01839119,0.002119684,0.002336357,0.1139292],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.203331,"threshold_uncertainty_score":0.9824347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1481526819722777,"score_gpt":0.4171174249072835,"score_spread":0.2689647429350058,"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."}}