{"id":"W4285390177","doi":"10.26685/urncst.386","title":"Inspiring Diversity in STEM Conference 2022","year":2022,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Government of Canada","keywords":"Grassroots; Diversity (politics); Inclusion (mineral); Ethnic group; Sexual orientation; Face (sociological concept); Competition (biology); Political science; Sociology; Library science; Public relations; Medical education; Gender studies; Social science; Medicine; Computer science; Politics","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":[0.00355838,0.001280023,0.0005202073,0.001507261,0.004517564,0.008320199,0.001375242,0.003148766,0.1367403],"category_scores_gemma":[0.003337101,0.0003406493,0.0008693972,0.001050978,0.0008179207,0.002301255,0.004931361,0.004397726,0.05053438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0044697,"about_ca_system_score_gemma":0.008460427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01105379,"about_ca_topic_score_gemma":0.06751101,"domain_scores_codex":[0.9980389,0.0002638653,0.00005001521,0.0001810193,0.001003991,0.0004622121],"domain_scores_gemma":[0.9916077,0.0002269756,0.0001082331,0.0001134018,0.001880949,0.006062708],"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":[0.00003040214,0.00003962804,0.0001719923,0.00006814184,0.000004228133,0.0000750964,0.00009559002,0.00002613485,0.0003283049,0.0006497611,0.9852174,0.01329339],"study_design_scores_gemma":[0.000007866131,0.00002512241,0.0006590937,0.00005600066,0.000003163846,0.00004273074,0.0002184704,0.0000404258,0.0001443005,0.0002453183,0.9985484,0.000009071821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00753343,0.01514016,0.004564735,0.111818,0.3593048,0.001036613,0.004618904,0.002022708,0.4939607],"genre_scores_gemma":[0.01617808,0.005306226,0.003078858,0.01577551,0.0378219,0.0004471187,0.00476626,0.0006023914,0.9160236],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1367403,"threshold_uncertainty_score":0.457442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08173109675443861,"score_gpt":0.3901726012572696,"score_spread":0.308441504502831,"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."}}