{"id":"W6980381286","doi":"","title":"Canadian Muslim Excellence: A Time to Celebrate, Educate, and Reflect","year":2025,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Islamophobia; Excellence; Work (physics); Islam; Racism; Immigration","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":[0.002390683,0.001086743,0.0006021908,0.00217124,0.01851221,0.007036333,0.002256116,0.003494554,0.06706688],"category_scores_gemma":[0.004239207,0.0005003418,0.0006293707,0.002004673,0.003967296,0.00275233,0.008951147,0.005677346,0.01066256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01988429,"about_ca_system_score_gemma":0.03763465,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4858384,"about_ca_topic_score_gemma":0.8614177,"domain_scores_codex":[0.9982501,0.0001950352,0.00003045663,0.0001232258,0.0007937715,0.0006074654],"domain_scores_gemma":[0.9929126,0.0003165953,0.000165323,0.0002385433,0.001255895,0.005111075],"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":[0.00007083617,0.00007943843,0.0007910138,0.0001878962,0.000004161363,0.000415064,0.006089109,0.00008054779,0.0004888954,0.003700879,0.9460307,0.04206155],"study_design_scores_gemma":[0.00001329925,0.00003549536,0.001600675,0.0001157643,0.000003971523,0.00009654032,0.01039769,0.00004835178,0.000161032,0.000400188,0.9871011,0.00002591611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0619611,0.01169166,0.01125286,0.1918399,0.1459712,0.001922518,0.01088833,0.005682041,0.5587904],"genre_scores_gemma":[0.2165639,0.00980109,0.02375833,0.01661545,0.01203823,0.0009113866,0.005068416,0.001503228,0.7137399],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5141616,"threshold_uncertainty_score":0.966021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005328263754635083,"score_gpt":0.213973828739679,"score_spread":0.2086455649850439,"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."}}