{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002416196,0.00006338828,0.00009149579,0.00008210961,0.0001013366,0.000009634449,0.0001583898,0.00007248235,0.004943704],"category_scores_gemma":[0.00002369824,0.00005172939,0.00003679961,0.0001866019,0.00006921538,0.00001802957,0.0001048111,0.0001597908,0.02330886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001158217,"about_ca_system_score_gemma":0.00001497823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002762284,"about_ca_topic_score_gemma":0.00002393726,"domain_scores_codex":[0.9993936,0.00006708242,0.0000944175,0.0001525193,0.00003348977,0.00025889],"domain_scores_gemma":[0.9997118,0.00004472954,0.00001689451,0.0001859364,0.00002513336,0.00001547081],"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":[0.00004672086,0.0001098213,0.006557598,0.0000184867,0.00008452134,0.00008024435,0.00117262,0.000002731993,0.2585156,0.005122439,0.7225034,0.005785893],"study_design_scores_gemma":[0.0003553758,0.00004696249,0.06693894,0.000004682374,0.000004327679,0.000004976685,0.0001382772,8.122651e-7,0.007607397,0.00007069844,0.9247633,0.0000642224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8672574,0.001998344,0.00001065607,0.002425908,0.001210927,0.0001894844,0.00002402072,0.0003556049,0.1265277],"genre_scores_gemma":[0.6883809,0.0001029372,0.00000842022,0.0001059705,0.00005022858,0.000009988291,0.00007436317,0.00001204697,0.3112552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2509082,"threshold_uncertainty_score":0.9959659,"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."}}