{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002364698,0.000217001,0.0002534564,0.00005579229,0.0009148145,0.0003401619,0.001314185,0.00008864489,0.001352531],"category_scores_gemma":[0.0001492045,0.0001126284,0.0001246277,0.001224379,0.00005761182,0.0006266656,0.00114507,0.0003017675,0.004726718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009516422,"about_ca_system_score_gemma":0.00005589335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00136952,"about_ca_topic_score_gemma":0.003067695,"domain_scores_codex":[0.9980982,0.00007957038,0.0002818178,0.0005103044,0.0004371721,0.0005929402],"domain_scores_gemma":[0.9987336,0.00009604171,0.0001436928,0.0002504596,0.0001175833,0.0006586683],"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":[0.0001445122,0.0001193722,0.3186647,0.000007459518,0.00004799328,0.0001300944,0.0001682617,0.00003849522,0.0007662761,0.00000251028,0.2565228,0.4233875],"study_design_scores_gemma":[0.000238115,0.0002338699,0.5567074,0.00001174494,0.00002593632,0.00002542912,0.0004158345,0.00005136048,0.00004292837,0.0000125899,0.4420233,0.0002115375],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898183,0.00007414549,0.0001622302,0.006042408,0.0004405127,0.0002277077,0.002900966,0.0001277851,0.0002059459],"genre_scores_gemma":[0.9936863,0.0002985194,0.0002508963,0.001034604,0.001061222,0.000002238424,0.003489777,5.638694e-7,0.0001758737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.423176,"threshold_uncertainty_score":0.9995604,"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."}}