{"id":"W4394719137","doi":"10.1242/jeb.247765","title":"ECR Spotlight – Sulayman Lyons","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":"Psychology","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":[0.006018031,0.0007876828,0.0005620571,0.001133197,0.002566275,0.004394558,0.0009988843,0.002512649,0.05527196],"category_scores_gemma":[0.01130735,0.0004059795,0.0004107066,0.0006908166,0.001582043,0.003138246,0.002557075,0.005011454,0.02742217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003587309,"about_ca_system_score_gemma":0.005735261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004826853,"about_ca_topic_score_gemma":0.008482464,"domain_scores_codex":[0.9954337,0.0009922154,0.000178196,0.0009209579,0.002009511,0.0004653556],"domain_scores_gemma":[0.9857585,0.001064543,0.0005025205,0.0004253086,0.006000539,0.006248693],"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":[0.00002975068,0.00001752423,0.0001341899,0.00002777422,0.000002216787,0.0001383557,0.0002366487,0.0000210373,0.0003582223,0.00169954,0.9869081,0.01042662],"study_design_scores_gemma":[0.000003642934,0.00001645996,0.0002101178,0.00004161172,8.482276e-7,0.0002172231,0.0003496199,0.00002710625,0.0001384961,0.0002834577,0.998703,0.000008366207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00692035,0.03617714,0.003172805,0.6876127,0.1342643,0.0001740176,0.0009031771,0.001336737,0.1294388],"genre_scores_gemma":[0.03740306,0.01220516,0.002955943,0.1961759,0.02178694,0.0001828054,0.0005744839,0.001320367,0.7273953],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05527196,"threshold_uncertainty_score":0.1849031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02243692310495469,"score_gpt":0.3499822271277869,"score_spread":0.3275453040228322,"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."}}