{"id":"W2616945333","doi":"10.29173/cais669","title":"Exploring library and information experiences of Arab students studying in the United States","year":2013,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Library science; Political science; Information behavior; Sociology; Psychology; Pedagogy; Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002706505,0.0003996904,0.0006352512,0.002202982,0.009646135,0.008077049,0.0006509493,0.00134704,0.005226922],"category_scores_gemma":[0.005153188,0.0004265367,0.0003212466,0.002933634,0.00390179,0.003541464,0.004857203,0.002310197,0.001215069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002138215,"about_ca_system_score_gemma":0.002683112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01727735,"about_ca_topic_score_gemma":0.03499733,"domain_scores_codex":[0.9977985,0.00132544,0.00008095257,0.00007964357,0.0002784164,0.0004369803],"domain_scores_gemma":[0.9954838,0.001611136,0.0006241941,0.0001243033,0.0008001861,0.001356389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005003911,0.0001276059,0.01245811,0.0001011818,0.000007720211,0.0005854035,0.974134,0.0000154746,0.0007319966,0.000723352,0.001616449,0.009448628],"study_design_scores_gemma":[0.000002713486,0.00005632341,0.004557282,0.00005623512,0.000005601729,0.0001473819,0.982667,0.00001483121,0.0001423729,0.00007406235,0.01226526,0.0000109377],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986515,0.0008396398,0.0001350479,0.001796166,0.00004998298,0.00001016698,0.00003576138,0.00001342991,0.01060488],"genre_scores_gemma":[0.9922677,0.001390715,0.0001267564,0.001044106,0.00004010148,0.00001906046,0.00003592877,0.00001141973,0.005064248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01727735,"threshold_uncertainty_score":0.03435361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06517389929411203,"score_gpt":0.2749357561240371,"score_spread":0.2097618568299251,"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."}}