{"id":"W4289236855","doi":"","title":"Taxonomic study and population variation of scale insects\\n(Hemiptera: Coccidae and Diaspididae) and associated parasitoids (Hymenoptera: Chalcidoidea) in an olive grove at\\nRio Grande do Sul, Brazil","year":2018,"lang":"en","type":"article","venue":"Insecta mundi","topic":"Research on scale insects","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coccidae; Diaspididae; Hemiptera; Hymenoptera; Scale insect; Biology; Aphelinidae; Population; Ecology; Botany; Parasitoid; Homoptera; PEST analysis; Demography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001977427,0.0001837681,0.0001858403,0.0007952584,0.0002884007,0.0002630394,0.0002311134,0.0001760273,0.0004688243],"category_scores_gemma":[0.0003339846,0.0001284601,0.0001464397,0.0004046165,0.0003442027,0.000193798,0.0002736058,0.0001132764,0.0001145279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000364445,"about_ca_system_score_gemma":0.0001979451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01909713,"about_ca_topic_score_gemma":0.06101962,"domain_scores_codex":[0.999844,0.00002036372,0.00001075685,0.00006346769,0.00003788853,0.00002353169],"domain_scores_gemma":[0.9997481,0.00002745499,0.00009996173,0.00001476455,0.0000668129,0.00004289843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002936764,0.00003882141,0.984356,0.00003096923,0.00002932152,0.0001855244,0.002088681,0.00003495252,0.007824205,0.00004313311,0.00007714266,0.005261892],"study_design_scores_gemma":[0.000001029398,0.00003894377,0.9985983,0.00000641178,0.000006428704,0.0001223116,0.0007506304,0.00008645732,0.0001196073,0.00001087806,0.0002565697,0.000002448336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994438,0.00007075736,0.00005040705,0.000006867519,8.181988e-7,0.000005705337,0.00007639402,0.000001537261,0.0003437564],"genre_scores_gemma":[0.9995658,0.0000532234,0.0001260719,0.000007506858,0.000001389464,0.000004366472,0.0001000328,8.072896e-7,0.0001406835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01909713,"threshold_uncertainty_score":0.03797191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02127518647197274,"score_gpt":0.274608217452849,"score_spread":0.2533330309808763,"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."}}