{"id":"W2887551555","doi":"10.11646/zootaxa.4459.3.11","title":"Genus Camptocercus (Cladocera: Anomopoda: Chydoridae) in North America","year":2018,"lang":"en","type":"article","venue":"Zootaxa","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cladocera; Biology; Genus; Taxonomy (biology); Zoology; Crustacean; Ecology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001851673,0.0001166899,0.000175911,0.0001161756,0.0001724616,0.00001860745,0.0002776253,0.0001068988,0.01496541],"category_scores_gemma":[0.00008548448,0.0000954149,0.00003313276,0.0004047011,0.0003708804,0.00009662387,0.00003313788,0.0002398497,0.00434476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007984112,"about_ca_system_score_gemma":0.00007840988,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006420313,"about_ca_topic_score_gemma":0.1678714,"domain_scores_codex":[0.9988011,0.00009709335,0.0001722739,0.0003025215,0.0001099731,0.0005170146],"domain_scores_gemma":[0.9994891,0.00009972489,0.00004605631,0.0002054518,0.00003848605,0.0001211878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005819257,0.00001414201,0.8720941,0.000003375359,0.000008610019,0.00004218062,0.0001198062,0.00001835293,6.785244e-7,0.000005391472,0.00160351,0.1260317],"study_design_scores_gemma":[0.0001754122,0.0002565477,0.8259648,0.000001342294,0.000002183661,0.00001348217,0.0000364974,0.0009649142,0.000007076142,0.0000330813,0.1724409,0.0001037882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618356,0.0001599381,0.000005245065,0.0003269749,0.0003683401,0.0001355924,0.00001965322,0.00003239869,0.03711632],"genre_scores_gemma":[0.9974686,0.00006468994,0.0001058964,0.0004998303,0.0003757509,0.000003040428,0.0001014716,0.000002804422,0.00137792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1708374,"threshold_uncertainty_score":0.9964305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01582934538094646,"score_gpt":0.2374869930629525,"score_spread":0.221657647682006,"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."}}