{"id":"W2991300216","doi":"10.1017/jpa.2019.81","title":"Biodiversity, systematics, and new taxa of cladid crinoids from the Ordovician Brechin Lagerstätte","year":2019,"lang":"en","type":"article","venue":"Journal of Paleontology","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Crinoid; Lagerstätte; Fauna; Ordovician; Taxon; Paleontology; Systematics; Taxonomy (biology); Biodiversity; Paleozoic; Ecology; Geology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006398403,0.00007469213,0.0003293386,0.0000730951,0.00006979382,0.00001108232,0.0003428704,0.0001423693,0.002615551],"category_scores_gemma":[0.0001159025,0.00004404747,0.000060673,0.00006932247,0.0001657469,0.00008299584,0.00002859943,0.0002917819,0.0001265456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002697157,"about_ca_system_score_gemma":0.00008548903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003273116,"about_ca_topic_score_gemma":0.08939168,"domain_scores_codex":[0.9989982,0.0003033011,0.0003064896,0.00009864466,0.0001137655,0.0001795459],"domain_scores_gemma":[0.998595,0.0007912639,0.0003253821,0.0001318705,0.00006215431,0.00009432169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001055657,0.000007710264,0.9973235,0.00002919612,0.00009126472,0.00001446298,0.000264235,0.00001044072,0.00004573716,0.00005176106,0.0008680262,0.001188123],"study_design_scores_gemma":[0.000435663,0.0003398535,0.996147,0.00001787546,0.00003763461,0.0001002416,0.0004777936,0.0001057233,0.000005805975,0.0007606507,0.001525766,0.00004601241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923317,0.001259051,0.00001337884,0.003330244,0.0005987952,0.00009274649,0.00001768065,0.000002453106,0.002353921],"genre_scores_gemma":[0.9989586,0.0001736347,0.000258261,0.000304574,0.0001061117,4.006084e-8,0.000005438219,6.490005e-7,0.0001927052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08611856,"threshold_uncertainty_score":0.9982962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02371964261538873,"score_gpt":0.227649977993005,"score_spread":0.2039303353776163,"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."}}