{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007985439,0.0002351199,0.0004008842,0.00008807272,0.0002968312,0.0001820117,0.0001742071,0.0001856026,0.00005194625],"category_scores_gemma":[0.0001949976,0.0001297836,0.0000311185,0.0003821306,0.0002146414,0.0005484748,0.0002130409,0.0001842196,0.000003676877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001390769,"about_ca_system_score_gemma":0.00001411078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03902993,"about_ca_topic_score_gemma":0.2011319,"domain_scores_codex":[0.9978272,0.0004368374,0.000445901,0.000589506,0.0003207333,0.0003798009],"domain_scores_gemma":[0.9989445,0.0003711673,0.0002389855,0.0001226915,0.0001379359,0.0001846729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002175207,0.0002549379,0.8819436,0.00001133378,0.00002459644,0.000004919272,0.002337357,4.003757e-7,0.1026143,0.00001731751,0.00001038087,0.01256325],"study_design_scores_gemma":[0.001213768,0.002189686,0.9951806,0.0000472611,0.00001583639,0.000007811996,0.0001656321,0.0002305296,0.0004308811,0.0002680364,0.00001983292,0.0002301456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998535,0.0001982524,8.980773e-7,0.00008098558,0.00008713494,0.0007853364,0.00004322068,0.00003653616,0.0002326247],"genre_scores_gemma":[0.9994968,0.0001316565,0.0000271186,0.00005807838,0.0001527149,0.00004267884,0.00005862675,0.000004011412,0.00002830836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.162102,"threshold_uncertainty_score":0.9673693,"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."}}