{"id":"W4402158971","doi":"10.1242/jeb.249321","title":"ECR Spotlight – Soren Coulson","year":2024,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Adipose Tissue and Metabolism","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Library science; Diversity (politics); Medical education; Medicine; Sociology; Computer science; Anthropology","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":[0.005996773,0.00088984,0.0006477115,0.001242536,0.002561953,0.005029609,0.001224407,0.003797104,0.1042939],"category_scores_gemma":[0.01569702,0.0004595932,0.0004488133,0.0007335809,0.001394697,0.002908087,0.002997887,0.005486833,0.03339681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003905919,"about_ca_system_score_gemma":0.007143185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005805055,"about_ca_topic_score_gemma":0.01091641,"domain_scores_codex":[0.994927,0.0009607926,0.0001535104,0.0009858385,0.002390489,0.0005823909],"domain_scores_gemma":[0.9779719,0.002328642,0.0007543765,0.0006682443,0.008201341,0.01007545],"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":[0.00002934876,0.00001387232,0.00008945129,0.00003108406,0.000001675691,0.0001311599,0.000151851,0.00001515115,0.0002620626,0.0008671681,0.9878419,0.01056529],"study_design_scores_gemma":[0.000004600981,0.00001864859,0.0001626139,0.00004913478,7.103059e-7,0.0002773896,0.0003375128,0.00002313674,0.0001174841,0.0001882889,0.9988123,0.000008186841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.005372291,0.04306116,0.002321949,0.582673,0.2449474,0.0001701796,0.001218491,0.001251524,0.1189841],"genre_scores_gemma":[0.02608822,0.01152958,0.002190002,0.1765032,0.02635075,0.0001594721,0.0005890963,0.001199541,0.7553901],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1042939,"threshold_uncertainty_score":0.3488979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02130701277212708,"score_gpt":0.3524292698492907,"score_spread":0.3311222570771636,"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."}}