{"id":"W6969217406","doi":"10.5281/zenodo.7767902","title":"Fig. 22. Propodeum.A in Seven new species of Lasioglossum (Dialictus) Robertson, 1902 (Hymenoptera: Halictidae: Halictini) from the Yucatán Peninsula, Mexico","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Oblique case; Margin (machine learning); Taxonomy (biology); Ecological succession","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":[0.00008352734,0.0006658282,0.0002298738,0.00147469,0.001038452,0.0002925787,0.0004292232,0.0004404414,0.02279828],"category_scores_gemma":[0.0002223655,0.000261935,0.0004332041,0.0008193471,0.0005383667,0.0002374641,0.0005154585,0.000574272,0.005308666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004946134,"about_ca_system_score_gemma":0.0002063628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007459986,"about_ca_topic_score_gemma":0.01908756,"domain_scores_codex":[0.9999478,0.000006842145,0.000004101024,0.00002105366,0.000009211346,0.00001103329],"domain_scores_gemma":[0.999813,0.00005282086,0.00004859982,0.00001549299,0.00003447351,0.00003563093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006053098,0.0003099631,0.2583026,0.002415851,0.0004207144,0.01013357,0.004154402,0.001005379,0.324461,0.002470155,0.02776502,0.3625083],"study_design_scores_gemma":[0.0001023996,0.0004348746,0.8807102,0.000194755,0.0001069579,0.00461658,0.001819206,0.0003146847,0.005530972,0.0002339613,0.1058991,0.00003617323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8686095,0.004703549,0.002934863,0.000358345,0.0004563921,0.0006987091,0.02940563,0.0003230669,0.09250987],"genre_scores_gemma":[0.9377433,0.001118989,0.006724469,0.0001694893,0.00008249676,0.0003754176,0.01477759,0.0001035705,0.03890464],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02279828,"threshold_uncertainty_score":0.07626784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03557817629801448,"score_gpt":0.2504779792071643,"score_spread":0.2148998029091498,"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."}}