{"id":"W7078072606","doi":"10.5281/zenodo.16986322","title":"Megachile (Megachiloides) casadae Cockerell 1898","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seta; Ridge; Genus; Dorsum","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":[0.00007479321,0.0004418628,0.0002889837,0.0009851472,0.0009047847,0.0002840821,0.0004025529,0.0004748036,0.01369165],"category_scores_gemma":[0.0002604967,0.0001634382,0.0001018634,0.0004802233,0.0003896078,0.0006260233,0.000428842,0.0004744322,0.002636146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003863119,"about_ca_system_score_gemma":0.000171993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005505015,"about_ca_topic_score_gemma":0.01646669,"domain_scores_codex":[0.999917,0.000008279642,0.000007452151,0.00002684557,0.00003103799,0.000009395065],"domain_scores_gemma":[0.9998677,0.00002312232,0.00004370256,0.00001041696,0.00003559776,0.00001942377],"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":[0.0008190476,0.0001751594,0.08450736,0.001925919,0.0001548057,0.004611625,0.001801651,0.0009292752,0.09486981,0.004501275,0.0551411,0.750563],"study_design_scores_gemma":[0.0001645745,0.0004708752,0.6669152,0.0005818767,0.0001073283,0.01349084,0.0009266973,0.0006592568,0.004577324,0.0009563417,0.3110897,0.00005997941],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.650913,0.02077223,0.005170679,0.001021014,0.0005313655,0.0004321786,0.004576849,0.0008612802,0.3157214],"genre_scores_gemma":[0.9721518,0.002700895,0.003687261,0.0003769031,0.000106859,0.0001122832,0.00151669,0.00002208683,0.01932526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01369165,"threshold_uncertainty_score":0.04580319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0205710989884366,"score_gpt":0.2288699295282214,"score_spread":0.2082988305397848,"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."}}