{"id":"W6893163354","doi":"10.5281/zenodo.14261591","title":"Calyxochaetus leptofortunatus Runyon, 2024, n. sp.","year":2024,"lang":"en","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":"","funders":"","keywords":"Holotype; Cape; Base (topology); Canyon","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001361678,0.0005647477,0.0003431876,0.001204504,0.002591342,0.0004807631,0.0008206287,0.0005092645,0.01518607],"category_scores_gemma":[0.0003907169,0.000267741,0.0001246764,0.001395979,0.000575526,0.0006909638,0.0007165591,0.000711664,0.003286075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00170069,"about_ca_system_score_gemma":0.0008253932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.208162,"about_ca_topic_score_gemma":0.5701687,"domain_scores_codex":[0.9998596,0.00001044046,0.00000782662,0.0000480266,0.00004933418,0.00002468103],"domain_scores_gemma":[0.9997916,0.00003065607,0.00006414409,0.00001704844,0.00006623713,0.00003039468],"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":[0.000648301,0.0001406423,0.1125932,0.000521084,0.0000947439,0.002356409,0.004431576,0.0005256868,0.0146786,0.002554705,0.05404962,0.8074054],"study_design_scores_gemma":[0.0001173599,0.0001306695,0.7699485,0.0005772207,0.0001425224,0.002379543,0.003967987,0.0004162667,0.001493284,0.0005641651,0.2202316,0.0000308541],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5340248,0.01065675,0.002382569,0.000803254,0.0004669361,0.0007278062,0.005719971,0.0003275647,0.4448903],"genre_scores_gemma":[0.9358954,0.003741427,0.003555579,0.0006296227,0.000120958,0.0003373028,0.003252314,0.00004442254,0.05242302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.208162,"threshold_uncertainty_score":0.4139007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02478125243649967,"score_gpt":0.239663174595517,"score_spread":0.2148819221590173,"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."}}