{"id":"W4283262421","doi":"10.1649/0010-065x-76.2.298","title":"Paramblopusa eoa Ahn and Maruyama (Coleoptera: Staphylinidae: Aleocharinae), Distributional Range Extension to Alaska","year":2022,"lang":"en","type":"article","venue":"The Coleopterists Bulletin","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Range (aeronautics); Extension (predicate logic); Geography; Ecology; Biology; Computer science; Engineering; Programming language","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007188527,0.0002785964,0.0002787417,0.00002075533,0.001408633,0.0001651009,0.0004653968,0.0000702367,0.003830791],"category_scores_gemma":[0.00007574647,0.0001300827,0.0001307494,0.000375878,0.0001223771,0.00004953421,0.0007562245,0.0003072721,0.0001664908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001056064,"about_ca_system_score_gemma":0.00001694216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005712184,"about_ca_topic_score_gemma":0.0004329886,"domain_scores_codex":[0.9977716,0.0003010079,0.0003740047,0.0005994475,0.0004553017,0.0004985898],"domain_scores_gemma":[0.9990674,0.000276572,0.0001470601,0.0001907011,0.00009525403,0.0002230306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003575643,0.001241441,0.4095906,0.00004898219,0.0001063478,0.0001826339,0.0006277979,0.0001472215,0.004467697,0.002998728,0.06407693,0.512936],"study_design_scores_gemma":[0.0002669306,0.0004084999,0.5578573,0.00001116684,0.00001532586,0.0000505581,0.0002850108,0.00002937208,0.0001221267,0.0001394515,0.4405703,0.0002440202],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744111,0.0002746912,0.00006166466,0.02222496,0.0002825975,0.0008324372,0.0007886922,0.00009854362,0.001025334],"genre_scores_gemma":[0.9964157,0.000028542,0.00006524743,0.002088966,0.0002525947,0.0005318655,0.0003670407,0.000001237845,0.0002488523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.512692,"threshold_uncertainty_score":0.9998914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587704627891382,"score_gpt":0.2102135071812581,"score_spread":0.1943364609023443,"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."}}