{"id":"W2302023238","doi":"","title":"A CONTRIBUTION TO BRACONIDAE, HYBRIZONTIDAE (HYMENOPTERA: ICHNEUMONOIDEA) AND STEPHANIDAE (HYMENOPTERA: STEPHANOIDEA) FROM THE SOUTH-WEST BALKANS","year":2010,"lang":"en","type":"article","venue":"Acta Entomologica Serbica (Entomological Society of Serbia)","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Braconidae; Hymenoptera; Fauna; Montenegro; Nearctic ecozone; Geography; Ecology; Biology; Zoology; Taxonomy (biology); Parasitoid; Regional science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001000805,0.000692388,0.0008192455,0.00004673453,0.0004768003,0.0001429434,0.001162083,0.001099511,0.0003346415],"category_scores_gemma":[0.0005933785,0.0004947391,0.0004940912,0.0003335169,0.0009688991,0.00004346621,0.001052609,0.0008849429,0.00005123597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004015611,"about_ca_system_score_gemma":0.00008707931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003069777,"about_ca_topic_score_gemma":0.0002051377,"domain_scores_codex":[0.9958941,0.0003828542,0.0008453868,0.001448499,0.0003948316,0.001034342],"domain_scores_gemma":[0.9971542,0.0004687662,0.0004928258,0.001053585,0.0003697397,0.0004608794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000684792,0.0005880811,0.1592326,0.0000312647,0.0007155683,0.00002417115,0.0007327869,0.000009781601,0.827315,0.0005933054,0.00152694,0.008545634],"study_design_scores_gemma":[0.006992913,0.007454284,0.5114627,0.0001645031,0.0006306258,0.0003062121,0.001754897,0.0002000966,0.2601108,0.00313665,0.2046168,0.003169387],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888533,0.0005938218,0.0008814258,0.006147256,0.0004543051,0.001153984,0.0003233886,0.0001018314,0.001490727],"genre_scores_gemma":[0.9868338,0.0002856255,0.004621493,0.006849118,0.0005473287,0.000198205,0.0004588917,0.00003649875,0.0001690401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5672042,"threshold_uncertainty_score":0.9997504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01110263532822775,"score_gpt":0.2327300440372219,"score_spread":0.2216274087089942,"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."}}