{"id":"W3107945479","doi":"10.7554/elife.61012","title":"Hydrodynamics of sponge pumps and evolution of the sponge body plan","year":2020,"lang":"en","type":"article","venue":"eLife","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Danmarks Frie Forskningsfond; Villum Fonden; Natur og Univers, Det Frie Forskningsråd","keywords":"Sponge; Body plan; Biology; Fishery; Paleontology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.00009185963,0.00007147653,0.0001005091,0.00001088755,0.00002319688,0.000002437503,0.0001261203,0.00006553185,0.000007161379],"category_scores_gemma":[0.0001490966,0.00005131253,0.00004388157,0.00007741636,0.00006381537,0.000002038841,0.0001677889,0.00006556324,8.21869e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004059048,"about_ca_system_score_gemma":0.00003021415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004188894,"about_ca_topic_score_gemma":0.00002090472,"domain_scores_codex":[0.9994874,0.00002916821,0.0001322269,0.0001622622,0.0001040948,0.00008482347],"domain_scores_gemma":[0.9996344,0.000005037732,0.00008280468,0.0001878317,0.00004972476,0.00004020896],"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":[0.0001867027,0.00002655853,0.03936644,0.00008910298,0.00003656208,8.182812e-7,0.00005628276,0.00005167958,0.9579105,0.0006788014,0.0008417667,0.0007548096],"study_design_scores_gemma":[0.0007277625,0.0004722711,0.4237145,0.00002225171,0.00004693628,0.00001542326,0.00007133941,0.002855155,0.5461661,0.00006145734,0.02562962,0.0002172192],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973776,0.001053677,0.00002210225,0.0007662608,0.00007968434,0.0001047304,0.00002759089,0.000003608646,0.0005647198],"genre_scores_gemma":[0.9992695,0.0001608678,0.00007105908,0.0001210376,0.0001564078,9.010996e-7,0.0000213095,0.000007064044,0.0001918375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4117444,"threshold_uncertainty_score":0.2092464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006200987743869248,"score_gpt":0.1962001347716422,"score_spread":0.1899991470277729,"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."}}