{"id":"W2904620215","doi":"10.11646/zootaxa.4531.4.10","title":"Validation of Psomizopelma metallicum Gibson, 2018 (Hymenoptera: Eupelmidae)","year":2018,"lang":"en","type":"article","venue":"Zootaxa","topic":"Fossil Insects in Amber","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Biology; Hymenoptera; Zoology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001838466,0.0006336416,0.0005473705,0.001430086,0.001891438,0.00103708,0.001486059,0.001179542,0.004235461],"category_scores_gemma":[0.007113042,0.0003375606,0.0003793377,0.0009015846,0.001392771,0.001566326,0.001786274,0.001141468,0.00222314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008977096,"about_ca_system_score_gemma":0.000569505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006191581,"about_ca_topic_score_gemma":0.01272416,"domain_scores_codex":[0.9985563,0.0003112889,0.000128744,0.0003817707,0.0005013116,0.0001205331],"domain_scores_gemma":[0.9973655,0.000502743,0.0005172485,0.0004074137,0.001028237,0.0001789333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001617439,0.0002778792,0.3042112,0.003188812,0.0002009183,0.003882798,0.01169623,0.0006385304,0.402123,0.00393996,0.009475298,0.258748],"study_design_scores_gemma":[0.00008124245,0.001364251,0.7198487,0.001990154,0.0003192821,0.00620571,0.006542942,0.001601982,0.04515313,0.002088324,0.2147012,0.0001030791],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9285482,0.00774007,0.017774,0.001431585,0.001587743,0.0008894292,0.005069274,0.0004241182,0.03653565],"genre_scores_gemma":[0.9652696,0.001646437,0.02330349,0.0009457914,0.0001694558,0.0004013251,0.003897593,0.00012312,0.004243157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006191581,"threshold_uncertainty_score":0.01416898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02341754454304873,"score_gpt":0.2382034917099385,"score_spread":0.2147859471668898,"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."}}