{"id":"W4413039486","doi":"10.1007/s10750-025-05944-9","title":"Invasive freshwater jellyfish (Craspedacusta cf. sowerbii) in the Hudson River basin, NYS: comparisons of detection methods","year":2025,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Marine Invertebrate Physiology and Ecology","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Edna Bailey Sussman Foundation; Hudson River Foundation","keywords":"Jellyfish; Ecology; Drainage basin; Fishery; Environmental science; Invasive species; Geography; Biology; Cartography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001343034,0.0002963185,0.0002886709,0.001677869,0.0005585244,0.0006459124,0.0003802708,0.0003151372,0.0006520825],"category_scores_gemma":[0.002807116,0.0003011861,0.000214788,0.0009884485,0.0008245524,0.0007267222,0.0009343993,0.0002921088,0.0001653291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001617154,"about_ca_system_score_gemma":0.001029179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2160932,"about_ca_topic_score_gemma":0.5325837,"domain_scores_codex":[0.9992593,0.0002458886,0.00006563045,0.0001551865,0.000173249,0.0001008371],"domain_scores_gemma":[0.9983062,0.0005327869,0.0003808457,0.00007019031,0.0005152345,0.0001948565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001070707,0.00002092501,0.9902086,0.0000374348,0.00004019264,0.00007134687,0.001097105,0.00007253915,0.001509019,0.0000353567,0.0001339564,0.006666388],"study_design_scores_gemma":[0.000003181203,0.00002986215,0.9985113,0.000008913281,0.00000825283,0.00003463287,0.0009124676,0.0001814037,0.0001168412,0.000008662322,0.0001818692,0.000002596234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988326,0.0002121011,0.0001614897,0.00003037413,0.000007074671,0.0000121668,0.0001612348,0.000004516628,0.000578419],"genre_scores_gemma":[0.9987757,0.0001405321,0.0003865887,0.00003587922,0.000003296023,0.00001741458,0.0002096841,0.000002297785,0.0004286772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2160932,"threshold_uncertainty_score":0.4296709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01874740771563474,"score_gpt":0.2686403663060902,"score_spread":0.2498929585904554,"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."}}