{"id":"W7017819609","doi":"","title":"Chinese Canadian Librarians: Leadership Roles and Career Barriers","year":2023,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Hyporeflexia; Gestational period; Articular cartilage damage; Demotion; TSG101","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001727216,0.0002098283,0.0002499045,0.002545769,0.009338785,0.002020973,0.0006396003,0.0003394744,0.005501301],"category_scores_gemma":[0.006160356,0.0001937112,0.0002448168,0.006144813,0.001287924,0.0006914002,0.001414261,0.0005658056,0.0004827809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01481004,"about_ca_system_score_gemma":0.04359616,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9476213,"about_ca_topic_score_gemma":0.977554,"domain_scores_codex":[0.9978098,0.0002197109,0.00009077053,0.000129799,0.0009308297,0.0008190286],"domain_scores_gemma":[0.9950579,0.0006420276,0.0009520037,0.0001011489,0.001753407,0.001493394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009595342,0.00007413108,0.8858203,0.0001653349,0.00002300184,0.000487659,0.06379453,0.00005142246,0.0005304434,0.001253198,0.008107816,0.03959622],"study_design_scores_gemma":[0.000007803382,0.00003561255,0.8628275,0.00008474406,0.0000204415,0.0002085785,0.1251861,0.0001295707,0.0001904504,0.0001308159,0.01115298,0.00002531526],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866374,0.000514943,0.00004990744,0.00177066,0.00001544192,0.00002988511,0.0002947344,0.000006370078,0.0106807],"genre_scores_gemma":[0.9960654,0.0005788886,0.00009769319,0.0005290289,0.000007064908,0.00001963727,0.000153396,0.000004642674,0.002544263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05237871,"threshold_uncertainty_score":0.1074549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04081218396124486,"score_gpt":0.2457218716201791,"score_spread":0.2049096876589342,"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."}}