{"id":"W7108341231","doi":"10.5281/zenodo.17790311","title":"Acanthocnema torrenticola Sinclair, 2025, sp. nov.","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Holotype; Seta; Paratype; Keel; Etymology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003515198,0.001482098,0.0006569605,0.002606902,0.001960275,0.001165986,0.00116408,0.001024184,0.009599737],"category_scores_gemma":[0.000873485,0.0003586645,0.0003073467,0.003213262,0.0006071931,0.0016646,0.000635653,0.001174168,0.009973296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001525478,"about_ca_system_score_gemma":0.001703954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09233428,"about_ca_topic_score_gemma":0.2086841,"domain_scores_codex":[0.9995741,0.00002751868,0.00005040449,0.0001163533,0.0001694091,0.00006216044],"domain_scores_gemma":[0.9994425,0.00007772804,0.000126282,0.00006177436,0.0002311912,0.00006048746],"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":[0.0003498108,0.0002100058,0.02501608,0.001714339,0.0001355306,0.003017185,0.001538635,0.001336243,0.01196234,0.001079302,0.08185112,0.8717894],"study_design_scores_gemma":[0.0001250755,0.0003565983,0.2506717,0.002111161,0.0005049263,0.01487411,0.004547617,0.002199407,0.004918032,0.0008957565,0.7187074,0.00008804922],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.225576,0.0451659,0.01357082,0.002400871,0.004974115,0.00454516,0.05249881,0.002433705,0.6488346],"genre_scores_gemma":[0.7323112,0.05000138,0.04630222,0.004667869,0.001312728,0.002234554,0.05952024,0.000343196,0.1033066],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09233428,"threshold_uncertainty_score":0.1835936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02889597247945709,"score_gpt":0.2615162625223631,"score_spread":0.232620290042906,"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."}}