{"id":"W2156152802","doi":"10.1603/ec13251","title":"&lt;I&gt;Matsucoccus macrocicatrices&lt;/I&gt; (Hemiptera: Matsucoccidae): First Report, Distribution, and Association With Symptomatic Eastern White Pine in the Southeastern United States","year":2013,"lang":"en","type":"article","venue":"Journal of Economic Entomology","topic":"Research on scale insects","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemiptera; White (mutation); Biology; West virginia; Bark (sound); Diaspididae; Nearctic ecozone; Ecology; Geography; Archaeology; PEST analysis; Botany; Homoptera; Genus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001409029,0.0001787466,0.0003765116,0.00008044334,0.0001242871,0.0002338986,0.0004154314,0.0001349698,0.0002714399],"category_scores_gemma":[0.0001293269,0.00006796783,0.00007958277,0.0002633918,0.00009746844,0.0003605252,0.00007534982,0.0002644453,0.00007874836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002100611,"about_ca_system_score_gemma":0.00002942058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002076592,"about_ca_topic_score_gemma":0.001691694,"domain_scores_codex":[0.9979647,0.0003091822,0.0008106215,0.0002306724,0.0002588261,0.0004259548],"domain_scores_gemma":[0.9977452,0.0007162534,0.001068962,0.0001052327,0.0002133223,0.0001510235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000973358,0.0001343235,0.9909139,0.00002391102,0.0001272566,0.0002154072,0.0006444944,0.0001374832,0.002036018,0.0001032425,0.004075455,0.001491123],"study_design_scores_gemma":[0.000790629,0.000610045,0.9866576,0.00006154458,0.00003332868,0.001656554,0.0004550324,0.001494876,0.00006943238,0.001129853,0.006846707,0.0001944023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869369,0.0002419775,0.00001917478,0.01209145,0.00009287999,0.0002822668,0.00003932388,0.00001181571,0.0002842702],"genre_scores_gemma":[0.9988208,0.0002063696,0.00003199164,0.0002813255,0.0001835769,0.0000225009,0.0000946389,0.00000244685,0.0003563972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01188391,"threshold_uncertainty_score":0.2972077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147184769407555,"score_gpt":0.2292309060252548,"score_spread":0.2177590583311793,"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."}}