{"id":"W4409591822","doi":"10.1111/jeu.70010","title":"Novel Foraging Mechanisms in Atypical Excavate Flagellates","year":2025,"lang":"en","type":"article","venue":"Journal of Eukaryotic Microbiology","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Simons Foundation","keywords":"Biology; Flagellum; Foraging; Cilium; Biophysics; Ecology; Cell biology; Paleontology","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":[0.0001103687,0.0002091176,0.0002549712,0.0002721051,0.0003472586,0.0003988173,0.0002965644,0.0006330171,0.000395554],"category_scores_gemma":[0.0003281097,0.0001932821,0.0002583156,0.0001118944,0.0005178447,0.0005305439,0.001078396,0.0003758235,0.0001423004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002351154,"about_ca_system_score_gemma":0.0001992367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007160017,"about_ca_topic_score_gemma":0.001138927,"domain_scores_codex":[0.99988,0.00001024463,0.000009584817,0.00003446287,0.00002375149,0.00004205387],"domain_scores_gemma":[0.9998276,0.00002623593,0.00006219702,0.00002525468,0.00002248289,0.00003608166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001234935,0.00002250844,0.02809948,0.0001486758,0.00001334651,0.0006499485,0.0005107921,0.000969978,0.9557295,0.001776092,0.00009865772,0.01185754],"study_design_scores_gemma":[0.00009276198,0.001354579,0.5836249,0.0001532825,0.00009747625,0.01165248,0.00409861,0.041228,0.3374115,0.007386263,0.01271313,0.0001872136],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970751,0.0001935588,0.002022738,0.00005127017,0.000004130491,0.000005286673,0.00002859848,0.00002714608,0.0005922145],"genre_scores_gemma":[0.9960887,0.00008816023,0.003316619,0.00003096362,0.000003524556,0.000009051374,0.00005845391,0.000006356253,0.0003981004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007160017,"threshold_uncertainty_score":0.001705825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007955689918501214,"score_gpt":0.2398938890445959,"score_spread":0.2319381991260946,"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."}}