{"id":"W4402332185","doi":"10.1093/jcbiol/ruae054","title":"The only terrestrial lineage in the Branchiopoda redefined: a new species of <i>Bryospilus</i> Frey, 1980 (Cladocera: Anomopoda) from India and adaptations of waterfleas to life on land","year":2024,"lang":"en","type":"article","venue":"Journal of Crustacean Biology","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Cladocera; Biology; Branchiopoda; Ecology; Lineage (genetic); Zoology; Crustacean","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008313889,0.0001102388,0.0003208078,0.0002033207,0.00009704586,0.00003592044,0.0003541632,0.0001397045,0.0001904375],"category_scores_gemma":[0.0003833822,0.00005504622,0.00007524425,0.0002331036,0.0003413877,0.00006230794,0.00002118588,0.000485886,0.00001450704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001474362,"about_ca_system_score_gemma":0.0003115739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000788987,"about_ca_topic_score_gemma":0.008426273,"domain_scores_codex":[0.9985369,0.0004295292,0.0005082876,0.0001405763,0.0001529522,0.000231737],"domain_scores_gemma":[0.997367,0.002187262,0.0001680065,0.0001409907,0.00003744752,0.00009930111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008565226,0.00002163436,0.9930784,0.000008913583,0.00006788674,0.00004611358,0.001413008,0.00013674,0.00009694241,0.0008929604,0.001676913,0.001704006],"study_design_scores_gemma":[0.0007077353,0.00139511,0.9784138,0.00005591119,0.00002900647,0.00009867652,0.0007110127,0.0001434778,0.0001032718,0.002440326,0.01583137,0.00007029462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844531,0.005089817,0.00002465834,0.008239246,0.0006035001,0.0001330812,0.00008975439,0.00000314427,0.001363742],"genre_scores_gemma":[0.998038,0.000929874,0.0001686277,0.0003099779,0.000395287,2.927483e-7,0.00002255073,0.000002399,0.0001329717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01466455,"threshold_uncertainty_score":0.4702058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02491695904797052,"score_gpt":0.2611413998806648,"score_spread":0.2362244408326943,"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."}}