{"id":"W2012785952","doi":"10.1046/j.1440-6055.2000.00162.x","title":"Immature stages of Australian <i>Austrothaumalea</i> Tonnoir and <i>Niphta</i> Theischinger (Diptera: Thaumaleidae)","year":2000,"lang":"en","type":"article","venue":"Australian Journal of Entomology","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Zoology; Parasitism; Genus; Hymenoptera; Ecology; Host (biology)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004310488,0.0002609136,0.0005178988,0.00004242908,0.0001053298,0.00005173975,0.0004276248,0.0002473483,0.00530726],"category_scores_gemma":[0.00001611546,0.000113747,0.0001977006,0.0002163262,0.0002463049,0.0002678027,0.00003622477,0.0004608238,0.00002150493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001527355,"about_ca_system_score_gemma":0.00002000792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001256544,"about_ca_topic_score_gemma":0.00007861392,"domain_scores_codex":[0.998184,0.0002155802,0.0006887551,0.0002438211,0.0002221244,0.000445677],"domain_scores_gemma":[0.9989715,0.0001437219,0.0004292259,0.00009745343,0.0001109531,0.0002471178],"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":[0.00175113,0.0005867572,0.290527,0.00008757572,0.0004729952,0.0005081609,0.001153841,0.0001011714,0.4276758,0.0007625267,0.01470711,0.2616659],"study_design_scores_gemma":[0.001168595,0.003125804,0.5234567,0.0001750417,0.0001517004,0.002060285,0.0005692189,8.642879e-7,0.05468346,0.00123119,0.4128084,0.0005687039],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936785,0.0002763087,6.635614e-7,0.004115845,0.0002010537,0.0001350409,0.0000713906,0.0000112975,0.00150995],"genre_scores_gemma":[0.9933006,0.0001739539,0.0003849275,0.0002533066,0.0004052061,0.000002677652,0.00001184369,0.00000231422,0.005465138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3981013,"threshold_uncertainty_score":0.995602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01871879524292255,"score_gpt":0.2318021315235012,"score_spread":0.2130833362805786,"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."}}