{"id":"W4382769565","doi":"10.33137/cjal-rcbu.v9.39085","title":"Borders &amp; Belonging: Critical Examinations of Library Approaches Toward Immigrants, edited by Ana Ndumu","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Academic Librarianship","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Immigration; Sociology; Library science; Political science; Computer science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001089614,0.0001468051,0.0002590439,0.0007598245,0.0004739001,0.0002661071,0.001054024,0.0003666896,0.0005738494],"category_scores_gemma":[0.001560783,0.0001458525,0.0001257649,0.002277626,0.0009115176,0.006650995,0.00002527636,0.000701102,0.00002605907],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004390982,"about_ca_system_score_gemma":0.006211797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002153633,"about_ca_topic_score_gemma":0.001241154,"domain_scores_codex":[0.9976706,0.0003224835,0.0006341138,0.0002136704,0.000533038,0.0006260871],"domain_scores_gemma":[0.9976742,0.0006007272,0.0002631946,0.0001455217,0.0000641238,0.001252268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001701213,0.00002552334,0.1046905,0.00006236535,0.00004517907,0.00005791412,0.02984126,0.00002092337,0.0003682233,0.1885787,0.6716176,0.004674804],"study_design_scores_gemma":[0.000626854,0.0002049809,0.06819104,0.0003423181,0.00008128381,0.00003073298,0.04803853,0.0001570559,0.002538244,0.06448451,0.8146323,0.000672144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5212231,0.003064959,0.0006333757,0.4278575,0.003047415,0.0004916696,0.000475851,0.0002018016,0.04300433],"genre_scores_gemma":[0.9948067,0.0002838111,0.0005042115,0.0008276445,0.0008933428,0.000003190283,0.00007842794,0.00002288588,0.002579778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4735836,"threshold_uncertainty_score":0.9994221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1232323445537267,"score_gpt":0.3229046093174043,"score_spread":0.1996722647636776,"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."}}