{"id":"W4383877993","doi":"10.3897/bdj.11.e103261","title":"Palaearctic leaf beetle Chrysolina fastuosa (Coleoptera, Chrysomelidae, Chrysomelinae) new to North America","year":2023,"lang":"en","type":"article","venue":"Biodiversity Data Journal","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":"Canadian Forest Service; Agriculture and Agri-Food Canada; U.S. Forest Service","keywords":"Leaf beetle; Range (aeronautics); Voltinism; Geography; Ecology; Biology; Larva","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0000740602,0.0002799645,0.00009800954,0.0008435803,0.0008818809,0.0004764757,0.0001556068,0.0001176349,0.004171728],"category_scores_gemma":[0.0001548695,0.00008810552,0.00008623922,0.00105758,0.0002682513,0.0003944466,0.0003633654,0.0003310037,0.000364222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006930348,"about_ca_system_score_gemma":0.0008143697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1181401,"about_ca_topic_score_gemma":0.4270722,"domain_scores_codex":[0.9999521,0.000003324982,0.000003124845,0.00001342979,0.00001661663,0.00001151145],"domain_scores_gemma":[0.9998471,0.00001581858,0.00004649436,0.00001122807,0.00004908077,0.00003031852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002160893,0.0001291222,0.4969984,0.0009219098,0.00007668768,0.001242031,0.003751501,0.0002997349,0.02727734,0.001228338,0.01051122,0.4573476],"study_design_scores_gemma":[0.000003009474,0.00004581926,0.9569623,0.00008015752,0.00002260856,0.001098423,0.001148264,0.00007968921,0.0003213375,0.0001158468,0.04011663,0.000005880715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9254338,0.01877717,0.001034078,0.0006397585,0.0001098287,0.00007595267,0.002281143,0.00008505223,0.05156318],"genre_scores_gemma":[0.9627155,0.02092312,0.002149006,0.0002539278,0.00005933736,0.00002887719,0.002163087,0.00001223105,0.01169492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1181401,"threshold_uncertainty_score":0.2349049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06001312513398125,"score_gpt":0.2405886445416399,"score_spread":0.1805755194076587,"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."}}