{"id":"W2022569866","doi":"10.1111/j.1479-8298.2009.00351.x","title":"External exoskeletal cavities in Coleoptera and their possible mycangial functions","year":2010,"lang":"en","type":"article","venue":"Entomological Science","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Biology; Curculionidae; Zoology; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005430953,0.00009342827,0.00008492028,0.00005951307,0.0002632973,0.00005850309,0.0003108019,0.00005949238,0.002771863],"category_scores_gemma":[0.00007485058,0.00006393669,0.00002167768,0.0003913226,0.001901014,0.0002919806,0.0004193737,0.0002226923,0.0001845493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000551345,"about_ca_system_score_gemma":0.00001300631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005395947,"about_ca_topic_score_gemma":0.003194485,"domain_scores_codex":[0.9989961,0.00002478472,0.0001127329,0.0003362129,0.0001696837,0.0003604884],"domain_scores_gemma":[0.9996646,0.0000482153,0.00002814851,0.0001366718,0.000004208996,0.0001181581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003036975,0.0002480087,0.8183967,0.00000292473,0.000002224768,0.00006165066,0.0007962373,0.0001590736,0.1477078,0.01114441,0.0003465923,0.02110401],"study_design_scores_gemma":[0.0001571792,0.0001229732,0.9924375,0.000001954525,0.000001207507,0.00004563868,0.000100773,0.0004589243,0.0007215788,0.00480287,0.001050988,0.00009838316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741543,0.000008255691,0.0001963237,0.0001448661,0.0003947531,0.0001292186,0.000001764134,0.00002872321,0.0249418],"genre_scores_gemma":[0.9979383,0.000003916563,0.0005406987,0.0002776758,0.00002699205,0.00002652267,5.544661e-7,0.000001872138,0.001183482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1740408,"threshold_uncertainty_score":0.9981397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007037334618981575,"score_gpt":0.2214807927479456,"score_spread":0.214443458128964,"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."}}