{"id":"W3209235518","doi":"10.29173/eureka28772","title":"Featured Research Images","year":2021,"lang":"en","type":"article","venue":"Eureka","topic":"S100 Proteins and Annexins","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Penumbra; Occlusion; Transient (computer programming); Block (permutation group theory); Meningioma; Middle cerebral artery; Brain tissue; Stroke (engine); Medicine; Pathology; Computer science; Anatomy; Internal medicine; Ischemia; Engineering; Mathematics; Operating system; Mechanical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0001849739,0.00005849122,0.00005402193,0.00001883086,0.00008672265,0.00003479337,0.0001040142,0.00007951407,0.0002168292],"category_scores_gemma":[0.0001669701,0.00005380504,0.00004853699,0.0001177839,0.0000469836,0.000001194581,0.0001240665,0.0001235851,0.000109374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003979136,"about_ca_system_score_gemma":0.00007686507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005519276,"about_ca_topic_score_gemma":0.00001562922,"domain_scores_codex":[0.9992952,0.00008460107,0.00005856864,0.0002351126,0.0001249528,0.0002015959],"domain_scores_gemma":[0.9994747,0.000006509314,0.00001031418,0.0002928616,0.0001641795,0.00005145211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000111417,0.00003098516,0.000314938,0.000005134961,0.00001125903,0.00003577022,0.00001286646,0.000001059473,0.8721071,0.0001912123,0.1251844,0.002094185],"study_design_scores_gemma":[0.0001099113,0.00004424514,0.002166968,0.000004313053,0.000001168375,0.00001314559,0.00004478418,8.331106e-7,0.5823935,0.0000964599,0.4150748,0.0000498331],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8489311,0.01524549,0.000459342,0.003506081,0.0003516258,0.0001918833,0.00003514304,0.00003342329,0.1312459],"genre_scores_gemma":[0.9457824,0.0002066197,0.0009476916,0.0003516952,0.0005426957,0.00001234819,0.00007702334,0.00001601557,0.05206354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2898904,"threshold_uncertainty_score":0.2374127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03829470881904835,"score_gpt":0.355827276628544,"score_spread":0.3175325678094956,"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."}}