{"id":"W2898244672","doi":"10.1111/syen.12331","title":"Highly specialized Cretaceous beetle parasitoids (Ripiphoridae) identified with optimized visualization of microstructures","year":2018,"lang":"en","type":"article","venue":"Systematic Entomology","topic":"Fossil Insects in Amber","field":"Agricultural and Biological Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; Grantová Agentura České Republiky; National Natural Science Foundation of China; Grantová Agentura, Univerzita Karlova","keywords":"Biology; Appendage; Cretaceous; Subfamily; Larva; Instar; Autapomorphy; Zoology; Tribe; Extant taxon; Phylogenetic tree; Evolutionary biology; Anatomy; Paleontology; Ecology; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.0004231259,0.0002082736,0.0006723935,0.00003875645,0.0001361945,0.00005399058,0.0003355184,0.00017967,0.0008531263],"category_scores_gemma":[0.0001897855,0.00007577126,0.00009058022,0.0004252095,0.0003695925,0.00007632992,0.00005790006,0.00006232265,0.00008265717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000388597,"about_ca_system_score_gemma":0.00001607466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002465795,"about_ca_topic_score_gemma":0.0004830323,"domain_scores_codex":[0.9979409,0.0004475919,0.0006425799,0.0003365468,0.0003326712,0.0002997264],"domain_scores_gemma":[0.9986818,0.0002814178,0.0005022975,0.0001671819,0.0002962673,0.00007098607],"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":[0.0009236778,0.0002302086,0.01098055,0.004749015,0.000391499,0.00006197775,0.001740355,0.0000241496,0.9724884,0.005995225,0.002100569,0.0003143522],"study_design_scores_gemma":[0.006182163,0.006664504,0.1112107,0.006633778,0.0009351326,0.001766796,0.002263034,0.001089588,0.8535857,0.006266359,0.001252736,0.002149493],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949525,0.0002265488,0.0001950385,0.00005850577,0.0007372821,0.0008213187,0.00001420691,0.00008099323,0.002913602],"genre_scores_gemma":[0.9977525,0.000006546761,0.0008175999,0.00006786593,0.0003335496,0.00004353975,0.00003236434,0.000003173101,0.0009428576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1189027,"threshold_uncertainty_score":0.9341134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01367662275532969,"score_gpt":0.2590794702256317,"score_spread":0.245402847470302,"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."}}