{"id":"W6959066296","doi":"10.6084/m9.figshare.28229432.v1","title":"Anostracans muddy the water: Anostracans from North American lakes show unclear phylogenetic relationships between taxa, and distinctive dispersal patterns","year":2025,"lang":"en","type":"article","venue":"OPAL (Open@LaTrobe) (La Trobe University)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biological dispersal; Genetic diversity; Phylogenetic tree; Clade; Phylogenetics; Habitat; Genetic structure; Colonization","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":[],"consensus_categories":[],"category_scores_codex":[0.0002321081,0.0003091205,0.0003960725,0.00008207734,0.000847943,0.0002612277,0.001233682,0.0001038584,0.0002611509],"category_scores_gemma":[0.00002957527,0.0002234213,0.00008317071,0.0004893914,0.000551338,0.0003991241,0.001212541,0.0004852553,0.00005476624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002326005,"about_ca_system_score_gemma":0.00004302546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02234704,"about_ca_topic_score_gemma":0.1606769,"domain_scores_codex":[0.9979692,0.0004513555,0.0002692272,0.0006562803,0.0002230149,0.0004309862],"domain_scores_gemma":[0.998765,0.0003586508,0.0001840577,0.0004832862,0.00001640567,0.0001926355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006106155,0.00005789145,0.9921663,0.000007896216,0.00009599802,0.00003022758,0.001128793,0.0007501734,0.000157426,0.001003673,0.0001408562,0.004399717],"study_design_scores_gemma":[0.0006798836,0.0001182103,0.9748269,0.00003828469,0.0002159097,0.000002725258,0.002146116,0.001640632,0.00004833527,0.0002089635,0.01974116,0.0003329235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726585,0.000009558325,0.002766521,0.0007445652,0.00007427683,0.0006324576,0.0009082775,0.00003196158,0.02217384],"genre_scores_gemma":[0.9960487,0.0000274026,0.0003936034,0.00007281992,0.00004777113,0.000004231748,0.0002614254,0.00002151285,0.003122463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1383298,"threshold_uncertainty_score":0.9841632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097187575230976,"score_gpt":0.2028747259694843,"score_spread":0.1919028502171746,"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."}}