{"id":"W6968335595","doi":"10.5281/zenodo.14674282","title":"Calycomyza Hendel 1931","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Botany and Geology in Latin America and Caribbean","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Sensu; Genus; Male genitalia; Taxonomy (biology); Type (biology); Type species","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":[0.00005846022,0.000451788,0.0002629599,0.001172725,0.001125879,0.0003611601,0.0003949625,0.0003524974,0.008428203],"category_scores_gemma":[0.0004010062,0.0001657936,0.00007309546,0.0007865577,0.0004492135,0.0007230096,0.0007318074,0.0003912838,0.0011689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000911019,"about_ca_system_score_gemma":0.0004698453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02353359,"about_ca_topic_score_gemma":0.03725057,"domain_scores_codex":[0.9998927,0.000006736147,0.000005943075,0.00003715198,0.00003688361,0.0000205496],"domain_scores_gemma":[0.9998984,0.00001479891,0.00004035865,0.000007218413,0.00002606043,0.00001301749],"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":[0.0004635147,0.0001133082,0.06204289,0.0009976472,0.0000843437,0.004055601,0.001822024,0.002125458,0.04035206,0.01030237,0.03580921,0.8418316],"study_design_scores_gemma":[0.0001300325,0.0002004562,0.4221612,0.0005032775,0.00008223713,0.007358509,0.000872959,0.002027347,0.002783763,0.001431808,0.5624143,0.00003405036],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5980259,0.02347703,0.005726065,0.0009200695,0.000694741,0.0006636229,0.003056938,0.0005516393,0.3668839],"genre_scores_gemma":[0.9468901,0.007423285,0.003317055,0.0005814491,0.0002262708,0.0001377514,0.001320131,0.00002101635,0.04008298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02353359,"threshold_uncertainty_score":0.04679322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0192120780064303,"score_gpt":0.2241599622539655,"score_spread":0.2049478842475352,"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."}}