{"id":"W4376106853","doi":"10.1111/imcb.12653","title":"Equity, Diversity and Inclusion in Canadian immunology: communication and complexity","year":2023,"lang":"en","type":"article","venue":"Immunology and Cell Biology","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; University of British Columbia; University of Toronto; Canadian Society for Immunology; Dalhousie University; University of Calgary; University of Victoria; Université de Montréal","funders":"Institute of Molecular and Cell Biology; Natural Sciences and Engineering Research Council of Canada","keywords":"Diversity (politics); Equity (law); Inclusion (mineral); Active listening; Public relations; Psychology; Political science; Engineering ethics; Knowledge management; Computer science; Engineering; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04411868,0.0007223134,0.001422201,0.00508038,0.06334227,0.02819968,0.00468451,0.007098744,0.009266927],"category_scores_gemma":[0.05699749,0.0009743895,0.0007826501,0.005503381,0.06183298,0.01086684,0.03016038,0.01398309,0.0004343934],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1571203,"about_ca_system_score_gemma":0.2855027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8968453,"about_ca_topic_score_gemma":0.9066325,"domain_scores_codex":[0.9433691,0.02333046,0.001372498,0.002681257,0.01631162,0.01293509],"domain_scores_gemma":[0.9390543,0.02568357,0.003095373,0.001779968,0.009731899,0.02065489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008457388,0.0001017956,0.01138501,0.0007865903,0.00006661567,0.001615402,0.4233773,0.0004149463,0.0006123637,0.3220549,0.09502898,0.1444716],"study_design_scores_gemma":[0.00004186811,0.0000617456,0.01217187,0.001449232,0.00003846169,0.0004509692,0.3439087,0.000654219,0.0002795192,0.1386183,0.5020784,0.0002467517],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05411298,0.01454581,0.004513808,0.7966419,0.002893571,0.0001794642,0.0001312902,0.00007144409,0.1269097],"genre_scores_gemma":[0.9281282,0.01085659,0.004121077,0.0406655,0.0009250431,0.0001660699,0.00008271182,0.00007441051,0.01498045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8428798,"threshold_uncertainty_score":0.977621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1341768014961139,"score_gpt":0.4078712538607551,"score_spread":0.2736944523646412,"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."}}