{"id":"W4388374956","doi":"10.11646/zootaxa.5364.1.1","title":"Aleocharine rove beetles of New Hampshire, USA: new taxa and new records (Coleoptera, Staphylinidae, Aleocharinae)","year":2023,"lang":"en","type":"article","venue":"Zootaxa","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Sainte Foy; Natural Resources Canada; Agriculture and Agri-Food Canada; Canadian Forest Service","funders":"","keywords":"Biology; Taxon; Zoology; Ecology","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":[0.0002004436,0.0002626642,0.0001754405,0.002747767,0.0005673998,0.0005824196,0.0003016913,0.0001177818,0.002226268],"category_scores_gemma":[0.0004732995,0.0001749467,0.0001229529,0.003208697,0.0003822755,0.0005700467,0.0004100337,0.0002055922,0.0003929634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001666484,"about_ca_system_score_gemma":0.001373017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4740335,"about_ca_topic_score_gemma":0.8083473,"domain_scores_codex":[0.9997732,0.00001869607,0.0000367233,0.00005717014,0.00008605605,0.00002822712],"domain_scores_gemma":[0.9991929,0.00011041,0.0002384158,0.00004111035,0.0003319996,0.00008511783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001653014,0.00004563793,0.7793972,0.001961451,0.0002679451,0.001931202,0.005561941,0.0003302232,0.01121444,0.0002886606,0.01751278,0.1813233],"study_design_scores_gemma":[0.000001883051,0.00001355458,0.9835225,0.0000894089,0.00003130369,0.000297785,0.0007943865,0.0000383554,0.0002234475,0.00001212888,0.01496875,0.000006486031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9375643,0.0280429,0.0005346597,0.0004769917,0.0001411496,0.00009696846,0.01081202,0.00006070463,0.02227031],"genre_scores_gemma":[0.9364756,0.03761758,0.002256247,0.0006736164,0.0001832083,0.0001315866,0.01009333,0.00002875142,0.01254005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4740335,"threshold_uncertainty_score":0.9425486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04573452684837218,"score_gpt":0.2458517077543992,"score_spread":0.200117180906027,"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."}}