{"id":"W4399680607","doi":"10.1649/0010-065x-78.2.281","title":"Notes on Calligrapha Chevrolat (Subgenus Zygogramma Chevrolat) and Tritaenia Motschulsky (Coleoptera: Chrysomelidae: Chrysomelinae)","year":2024,"lang":"en","type":"article","venue":"The Coleopterists Bulletin","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Subgenus; Biology; Botany; Taxonomy (biology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007178182,0.0005227429,0.0004702792,0.00004238355,0.0006152522,0.0007187976,0.0004961204,0.0002644019,0.001047242],"category_scores_gemma":[0.0001342526,0.0002092598,0.0003168448,0.0005980747,0.0002492494,0.0001077469,0.0001987157,0.0005155574,0.0005848132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007836315,"about_ca_system_score_gemma":0.0000219196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007810077,"about_ca_topic_score_gemma":0.0009338089,"domain_scores_codex":[0.9973139,0.0002064983,0.0005333854,0.000840449,0.0004106322,0.0006952067],"domain_scores_gemma":[0.9983747,0.0009155385,0.0001143698,0.0002438192,0.00008955084,0.0002620388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006176488,0.0002622033,0.008282801,0.0001047218,0.0001233295,0.0001343714,0.0003092972,0.00001032985,0.006615849,0.001468542,0.004190083,0.9778808],"study_design_scores_gemma":[0.0005002731,0.0009143543,0.2002956,0.0002284775,0.00009981367,0.00009144605,0.0001567196,0.0003740178,0.002771586,0.0004637381,0.7933967,0.0007072755],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759045,0.003902091,0.00004972051,0.01588117,0.0004650912,0.0008224937,0.0001822716,0.00038742,0.002405238],"genre_scores_gemma":[0.9971233,0.0004693118,0.00006140293,0.0009750854,0.0008259413,0.0002190703,0.0001121558,0.000003596796,0.0002101167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9771736,"threshold_uncertainty_score":0.9998659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403762440019199,"score_gpt":0.2139354338033801,"score_spread":0.1998978094031882,"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."}}