{"id":"W4406918204","doi":"10.1242/jeb.250067","title":"ECR Spotlight – Brett Culbert","year":2025,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aeronautics; Engineering","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":[0.002854187,0.0008417576,0.0005432669,0.001638128,0.001961051,0.003939866,0.001060959,0.003311214,0.1520354],"category_scores_gemma":[0.006872777,0.0004649511,0.0002642041,0.001203579,0.000993724,0.002572623,0.002289648,0.003437276,0.06664584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003324965,"about_ca_system_score_gemma":0.003193178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008553267,"about_ca_topic_score_gemma":0.01857424,"domain_scores_codex":[0.9968517,0.0004470604,0.00008345783,0.0007803256,0.001506204,0.0003312881],"domain_scores_gemma":[0.9918767,0.0009719191,0.0002922143,0.0003503516,0.003305626,0.003203217],"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":[0.00002116529,0.000008433772,0.00005017122,0.00002699157,0.000001041699,0.00006445831,0.00006418907,0.00001617296,0.000222239,0.0009800554,0.9824718,0.01607337],"study_design_scores_gemma":[0.000002036095,0.000008162777,0.0001857969,0.0000409409,4.129195e-7,0.00009939861,0.00008841699,0.00001628765,0.0000883375,0.0001564795,0.9993089,0.000004748609],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004649823,0.1095252,0.004416234,0.3563627,0.1310916,0.0002160417,0.001890745,0.002809541,0.3890381],"genre_scores_gemma":[0.01162326,0.01330693,0.00134876,0.03252907,0.007333898,0.0000974713,0.0005142094,0.001039152,0.9322073],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1520354,"threshold_uncertainty_score":0.5086091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204572682087471,"score_gpt":0.2887474264228874,"score_spread":0.2767016996020127,"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."}}