{"id":"W6968406489","doi":"10.5281/zenodo.15357540","title":"Dolichogenidea evadne","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Parks Canada","funders":"","keywords":"DNA barcoding; Host (biology); Taxonomy (biology); Key (lock)","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":[0.0001045786,0.0004744891,0.0003021562,0.00104924,0.001112095,0.0004457594,0.0003169647,0.0002027892,0.02221421],"category_scores_gemma":[0.0002915109,0.000138374,0.00007927558,0.0005722168,0.0003958574,0.0005124102,0.0007309093,0.0005146926,0.002597199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004847777,"about_ca_system_score_gemma":0.0003273798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006107048,"about_ca_topic_score_gemma":0.01334846,"domain_scores_codex":[0.9998747,0.00001311903,0.000008748195,0.00003353129,0.00004468799,0.00002521101],"domain_scores_gemma":[0.9999422,0.000006460764,0.00001891559,0.000005394887,0.00001877968,0.000008154827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004438161,0.0001092685,0.05735564,0.001002871,0.00004375231,0.0009212885,0.001390849,0.0006473176,0.01297288,0.02946525,0.04374109,0.8519061],"study_design_scores_gemma":[0.00004768697,0.0000990364,0.2405145,0.0005553039,0.00003656346,0.00402046,0.001160539,0.0003685035,0.001162961,0.002951148,0.7490647,0.00001858668],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.252372,0.01648687,0.003836346,0.0006213132,0.0005697783,0.0003194616,0.004611439,0.0004531531,0.7207295],"genre_scores_gemma":[0.8864837,0.007026379,0.005225603,0.0004189714,0.0001838789,0.0001367503,0.003528706,0.0000683821,0.09692764],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02221421,"threshold_uncertainty_score":0.07431394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02302548481160291,"score_gpt":0.3043762576440855,"score_spread":0.2813507728324827,"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."}}