{"id":"W3006377081","doi":"10.11646/zoosymposia.17.1.13","title":"<p class=\"HeadingRunIn\"><strong>An ongoing saga: Endemic branchiobdellidans (Annelida: Clitellata) on translocated commercial North American crayfish</strong></p>","year":2020,"lang":"en","type":"article","venue":"Zoosymposia","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Crayfish; Biology; Clitellata; Ecology; Pacifastacus; Introduced species; Fishery; Range (aeronautics); Zoology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006231652,0.001145618,0.001384191,0.0002089653,0.001023914,0.0001439101,0.001659661,0.0006425322,0.002412699],"category_scores_gemma":[0.000103465,0.001189172,0.000459271,0.001348689,0.0017956,0.0005953609,0.0004071219,0.00142814,0.003201154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006654061,"about_ca_system_score_gemma":0.0001555631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002276207,"about_ca_topic_score_gemma":0.01272506,"domain_scores_codex":[0.9927739,0.0007436894,0.001307108,0.002178707,0.00075152,0.00224507],"domain_scores_gemma":[0.9966613,0.0003996265,0.0005652072,0.001147011,0.0000474357,0.001179391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003319743,0.002236814,0.6003152,0.0001328463,0.0006799011,0.0004715247,0.01112766,0.03798518,0.2406337,0.003633159,0.06005656,0.03940783],"study_design_scores_gemma":[0.003832113,0.004801268,0.6184465,0.00007456884,0.0004071124,0.0001093835,0.0003789164,0.01871684,0.003888985,0.00006716907,0.3466322,0.002644883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730032,0.0001637371,0.001107464,0.004048132,0.0006368577,0.0009967885,0.0002659198,0.0005404129,0.01923747],"genre_scores_gemma":[0.9930972,0.0002625156,0.0004973172,0.004004468,0.0006649575,0.00006350205,0.0005492293,0.0001754442,0.0006853461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2865757,"threshold_uncertainty_score":0.9990558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01914340604872173,"score_gpt":0.2324163659735071,"score_spread":0.2132729599247854,"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."}}