{"id":"W4400098316","doi":"10.1206/4024.1","title":"A Revised Diagnosis of the Blood-Feeding Candiru Genus Paravandellia (Siluriformes: Trichomycteridae: Vandelliinae) with Descriptions of Three New Species","year":2024,"lang":"en","type":"article","venue":"American Museum Novitates","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum; University of Toronto","funders":"","keywords":"Genus; Zoology; Biology; Evolutionary biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001671784,0.0002253434,0.0004005871,0.00008206109,0.0001152121,0.0000309997,0.0003836338,0.00006021389,0.0009236996],"category_scores_gemma":[0.00005742597,0.0001395437,0.0001465971,0.0009428669,0.001524509,0.0001482042,0.0001308153,0.0001835245,0.00003803288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007970253,"about_ca_system_score_gemma":0.00007184393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003950786,"about_ca_topic_score_gemma":0.005666514,"domain_scores_codex":[0.9985999,0.00005503586,0.0003850967,0.0003763587,0.0002256596,0.0003578976],"domain_scores_gemma":[0.9990745,0.0002375419,0.0002305224,0.0003351451,0.00001979078,0.0001024902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003371273,0.0001373283,0.9641029,0.00004052024,0.00008618418,0.00001015163,0.0005776576,0.00008518886,0.02418721,0.00005683706,0.006763685,0.003918662],"study_design_scores_gemma":[0.0003350375,0.0007885982,0.9725593,0.0001264003,0.0003268192,0.00002110068,0.0005592213,0.00006308177,0.005924377,0.0001024125,0.01895931,0.0002343533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968349,0.0003989127,0.000172409,0.001181425,0.0002163835,0.0003488388,0.0000772495,0.00004756605,0.0007223091],"genre_scores_gemma":[0.9967356,0.0007052367,0.001488462,0.0001332372,0.00005696992,0.00005654064,0.000007088974,0.0000244855,0.0007923482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01826283,"threshold_uncertainty_score":0.9999896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02187665428579369,"score_gpt":0.232287025229806,"score_spread":0.2104103709440123,"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."}}