{"id":"W2940488525","doi":"10.1038/s41598-019-42771-0","title":"Adding a new dimension to investigations of early radiolarian evolution","year":2019,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council; University of Queensland","keywords":"Dimension (graph theory); Computer science; Evolutionary biology; Biology; Computational biology; Mathematics; Combinatorics","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":[0.000773018,0.0002918382,0.0004626195,0.002769875,0.0009826743,0.001704411,0.0008965856,0.0007805831,0.00291208],"category_scores_gemma":[0.002127209,0.0002615457,0.0002464,0.002719708,0.002497784,0.00235084,0.001883951,0.001157222,0.0003791573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001369533,"about_ca_system_score_gemma":0.001384792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03419386,"about_ca_topic_score_gemma":0.1112201,"domain_scores_codex":[0.9995705,0.0001178182,0.00002605757,0.0001183339,0.0001047513,0.00006243886],"domain_scores_gemma":[0.9982247,0.0006788301,0.000356899,0.0003077755,0.0002618916,0.0001699218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000205772,0.00008401048,0.5488022,0.00114729,0.0002889774,0.001976862,0.01186782,0.006896978,0.09992018,0.03134147,0.002633011,0.2948355],"study_design_scores_gemma":[0.00000911764,0.0001943432,0.8575363,0.0003051062,0.0001084909,0.002674653,0.008619091,0.003544744,0.006190495,0.01989789,0.100806,0.0001138257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8889664,0.02663339,0.05292319,0.004142343,0.0001296076,0.00005042433,0.001652233,0.0002686633,0.0252338],"genre_scores_gemma":[0.9346599,0.01195541,0.04708784,0.001015542,0.0002257438,0.00003107264,0.0005861825,0.00008766409,0.004350768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03419386,"threshold_uncertainty_score":0.06798971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01886413630392255,"score_gpt":0.2371972747358451,"score_spread":0.2183331384319225,"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."}}