{"id":"W4367626657","doi":"10.29173/eureka28788","title":"Student Researcher Spotlight","year":2023,"lang":"en","type":"article","venue":"Eureka","topic":"Mast cells and histamine","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Degranulation; Front cover; Mast (botany); Mast cell; Chemistry; Medicine; Immunology; Cover (algebra); Engineering; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002615562,0.0009938717,0.001021402,0.001212578,0.002761998,0.007530391,0.001777624,0.005706062,0.4832779],"category_scores_gemma":[0.009950699,0.0004061154,0.0008222735,0.0009943239,0.0009027984,0.003194789,0.00456396,0.005153204,0.3524309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001669352,"about_ca_system_score_gemma":0.004307088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001024112,"about_ca_topic_score_gemma":0.003105229,"domain_scores_codex":[0.9977435,0.0003628558,0.0000790553,0.0003541099,0.001026162,0.0004342147],"domain_scores_gemma":[0.9845452,0.0006381863,0.0003097325,0.0005588607,0.004794171,0.009153732],"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":[0.00002602042,0.00001609774,0.00005721902,0.0000456427,0.000001112961,0.00004955602,0.00002736401,0.000005328226,0.00007119271,0.0006192199,0.9813358,0.01774544],"study_design_scores_gemma":[0.00000874244,0.00003197553,0.0001051239,0.00005006794,0.000001499112,0.0001030404,0.0001408623,0.00001345418,0.00005483627,0.0003536531,0.9991321,0.000004580093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001330081,0.0084646,0.001317422,0.2249062,0.4112024,0.0002559053,0.001224446,0.001979702,0.3493192],"genre_scores_gemma":[0.004918075,0.003800367,0.0005071647,0.0583134,0.04688288,0.0001145915,0.00061257,0.0006035102,0.8842475],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5167221,"threshold_uncertainty_score":0.7370414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0282253057568784,"score_gpt":0.297978818282506,"score_spread":0.2697535125256276,"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."}}