{"id":"W3104677613","doi":"10.3897/zookeys.993.53805","title":"Revision of Chinese Phorocardius species (Coleoptera, Elateridae, Cardiophorinae)","year":2020,"lang":"en","type":"article","venue":"ZooKeys","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"National Natural Science Foundation of China","keywords":"Biology; Holotype; Botany; Taxonomy (biology); Zoology; Key (lock); 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":[],"consensus_categories":[],"category_scores_codex":[0.00007876841,0.0001222349,0.000235974,0.000004771124,0.00007783218,0.00003095386,0.0001562693,0.00006074921,0.0008916373],"category_scores_gemma":[0.00004884725,0.00004767172,0.0001709998,0.0002481163,0.00003518099,0.00009661214,0.00008176298,0.00007231502,0.0001404773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001519063,"about_ca_system_score_gemma":0.000004603914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002459011,"about_ca_topic_score_gemma":0.00006189488,"domain_scores_codex":[0.9992107,0.00004260832,0.0002145254,0.0002177716,0.0001595295,0.0001548942],"domain_scores_gemma":[0.9996693,0.00004328699,0.0000772942,0.00005303029,0.00005359821,0.0001035395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001594994,0.00005840313,0.822467,0.0000395159,0.00002885543,0.00001598377,0.0001831575,0.00001830807,0.01864959,0.0002700487,0.0008092413,0.1573004],"study_design_scores_gemma":[0.0001561275,0.0003085292,0.8036188,0.00001906398,0.00001177337,0.000001631182,0.00009669535,0.00004855109,0.00772797,0.00005182484,0.1877985,0.0001605422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798638,0.0002505877,0.00005356546,0.0006614774,0.0001053329,0.0001556072,0.00004229416,0.00004701493,0.01882035],"genre_scores_gemma":[0.9991763,0.00007863838,0.00004620426,0.0001664155,0.0003978624,0.000003405741,0.00005720901,2.759836e-7,0.00007364179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1869893,"threshold_uncertainty_score":0.9762803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02021352956939195,"score_gpt":0.2059309299364416,"score_spread":0.1857174003670497,"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."}}