{"id":"W2738559182","doi":"","title":"They are among us: the European invasion of the alien brown marmorated stinkbugs Halyomorpha halys (Heteroptera, Pentatomidae)","year":2016,"lang":"en","type":"article","venue":"IRIS UNIMORE (University of Modena and Reggio Emilia)","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pentatomidae; Heteroptera; Alien species; Biology; Alien; Ecology; Geography; Invasive species; Population","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":[0.000301866,0.0001566612,0.0002446231,0.00001831672,0.0004810981,0.00001584792,0.0006048469,0.00006746347,0.00006770802],"category_scores_gemma":[0.00003767894,0.00004763627,0.0001445028,0.0002012921,0.0007304787,0.0001579771,0.0005270251,0.0001062653,0.000007060803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002342494,"about_ca_system_score_gemma":0.000007458603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00194161,"about_ca_topic_score_gemma":0.003468278,"domain_scores_codex":[0.9987828,0.0003314662,0.000154543,0.0002784874,0.0002502326,0.0002025212],"domain_scores_gemma":[0.9991688,0.0001671852,0.0002761878,0.0001767133,0.0001403197,0.00007080373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001176384,0.00009613675,0.6812402,0.00003100282,0.0001231479,0.00003260187,0.002934269,0.000009549683,0.280277,0.00004900124,0.004866795,0.03022262],"study_design_scores_gemma":[0.0004145897,0.00008799809,0.9905595,0.0002302519,0.00006216604,0.000006869755,0.002805344,0.00006494179,0.003511222,0.0001439556,0.001957756,0.0001554214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931823,0.0001051424,0.00001131898,0.004063847,0.00005026103,0.0001994931,0.00005898012,0.00002803387,0.002300617],"genre_scores_gemma":[0.9984264,0.0003460725,0.00002001675,0.00008303861,0.00003477563,2.728076e-7,0.000004836831,0.000001875608,0.001082718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3093193,"threshold_uncertainty_score":0.3700266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01883227527453995,"score_gpt":0.1711621901483639,"score_spread":0.1523299148738239,"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."}}