{"id":"W7039783683","doi":"","title":"New species of microcaddisfl ies (Trichoptera: Hydroptilidae)\\nfrom the western United States, Canada, Mexico and Belize","year":2016,"lang":"en","type":"article","venue":"Insecta mundi","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genus; Male genitalia; Taxonomy (biology); Single specimen; Western europe","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":[],"category_scores_codex":[0.00008110215,0.0001338304,0.0001528127,0.00003964083,0.0001578067,0.00002549297,0.0003399943,0.00005259048,0.002547272],"category_scores_gemma":[0.00001742418,0.00008053829,0.00002597167,0.0001666266,0.0003639491,0.0001599418,0.0003444542,0.0000754012,0.0001229937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000144143,"about_ca_system_score_gemma":0.00004251352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9095455,"about_ca_topic_score_gemma":0.957457,"domain_scores_codex":[0.9990983,0.00005937066,0.0001657784,0.0002170093,0.0001808654,0.0002786911],"domain_scores_gemma":[0.9994507,0.0001376626,0.00007686961,0.0002237006,0.000008763458,0.0001022528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004900444,0.00001912657,0.9004299,0.000006030412,0.0000350817,0.00002053194,0.001330927,0.0001139334,0.007933816,0.00002842855,0.08897671,0.001056483],"study_design_scores_gemma":[0.0007134021,0.0001187424,0.7156461,0.00001768969,0.00002404894,0.00001476352,0.00009878515,0.0001265708,0.003811813,0.0002768777,0.2789512,0.0001999794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945992,0.00009369627,0.00008410672,0.003009899,0.0001469154,0.0001023088,0.00009255539,0.00001506804,0.001856302],"genre_scores_gemma":[0.9862683,0.0001489483,0.0001023274,0.001363302,0.00002125004,0.000001634272,0.00001774529,0.000008272765,0.01206824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1899745,"threshold_uncertainty_score":0.9983645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007723546493814548,"score_gpt":0.1657971333503377,"score_spread":0.1580735868565232,"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."}}