{"id":"W2235943457","doi":"10.11646/zootaxa.3337.1.1","title":"Revision of the Neotropical species of Trichacis Foerster (Hymenoptera: Platygastroidea: Platygastridae), with description of 24 new species","year":2012,"lang":"en","type":"article","venue":"Zootaxa","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Panama; Biology; Hymenoptera; Cecidomyiidae; Taxonomy (biology); Ecology; Amazon rainforest","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":[0.0005181573,0.0009767443,0.0003486209,0.00263803,0.001405152,0.0008239261,0.001008177,0.0004209465,0.002578065],"category_scores_gemma":[0.0005703772,0.0002215306,0.0003449588,0.001061167,0.00114187,0.001121191,0.0009406015,0.0005393113,0.0007128987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009440464,"about_ca_system_score_gemma":0.001419506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02060932,"about_ca_topic_score_gemma":0.03733515,"domain_scores_codex":[0.9997874,0.000027896,0.00003365375,0.00004986287,0.00006928263,0.00003197585],"domain_scores_gemma":[0.9996181,0.00002331226,0.00009197993,0.00004484283,0.0001623574,0.00005949424],"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":[0.0003808812,0.0001392106,0.1735799,0.001525189,0.0001798128,0.004789711,0.007844943,0.0004675117,0.02613178,0.001771958,0.01487873,0.7683105],"study_design_scores_gemma":[0.00003152,0.0002593598,0.6680719,0.0007776295,0.0003197188,0.01109478,0.004707083,0.0008331226,0.002431952,0.0008965077,0.3105182,0.00005816965],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8066156,0.1439105,0.003098536,0.002202434,0.001357237,0.0002865796,0.001596863,0.0006155919,0.04031656],"genre_scores_gemma":[0.945633,0.0342907,0.007830422,0.0008591036,0.000613,0.0001100703,0.002336585,0.00004456165,0.008282631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02060932,"threshold_uncertainty_score":0.04097873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03840144792402272,"score_gpt":0.1985814135681379,"score_spread":0.1601799656441151,"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."}}