{"id":"W4211143510","doi":"10.47657/3015","title":"Communication Skills of Library Staff: A Cognitive Study of Turks Using Library Services in Canada","year":2021,"lang":"en","type":"article","venue":"Pakistan Journal of Information Management and Libraries","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Thematic analysis; Service (business); Public relations; Immigration; Sociology; Political science; Library science; Social science; Pedagogy; Qualitative research; Business; Computer science; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003032287,0.00007310517,0.0002116443,0.000206586,0.0001121614,0.0001865463,0.0002381448,0.00002587917,0.0002060404],"category_scores_gemma":[0.00001681236,0.00007367892,0.00002219359,0.0003251818,0.00008355326,0.006543469,0.0001745955,0.00009209333,2.806087e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005044207,"about_ca_system_score_gemma":0.0008581317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01723914,"about_ca_topic_score_gemma":0.02089803,"domain_scores_codex":[0.9985721,0.0001969089,0.0008121349,0.00004518061,0.0002697028,0.0001040449],"domain_scores_gemma":[0.9987811,0.0002048215,0.0008110577,0.00008270357,0.00007299129,0.00004732511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001672551,0.0003091434,0.6497389,0.0005380252,0.0003456104,0.00002083271,0.2989099,0.0002319339,0.000001300877,0.02936047,0.0008227343,0.01955388],"study_design_scores_gemma":[0.001007972,0.00004134299,0.1058044,0.0003896803,0.00003677369,0.000001102939,0.8826404,0.00006939232,0.0001403129,0.002412167,0.007357009,0.00009940864],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751012,0.0004057902,0.00006435475,0.0002136151,0.00009054284,0.0001994879,0.00001549657,0.000005577476,0.02390399],"genre_scores_gemma":[0.9933147,0.0009514834,0.005387371,0.0001583402,0.00001225099,0.000001838618,0.00002610196,0.000004709324,0.0001431951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5837305,"threshold_uncertainty_score":0.996968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008935647349473077,"score_gpt":0.2493479200543462,"score_spread":0.2404122727048731,"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."}}