{"id":"W4312799410","doi":"10.1079/cabicompendium.27377","title":"Halyomorpha halys (brown marmorated stink bug)","year":2013,"lang":"en","type":"dataset","venue":"","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biological dispersal; Ecology; Datasheet; Geography; Biology; Engineering","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":[0.0004249822,0.0008998793,0.0008561421,0.001971946,0.0004034927,0.0006769939,0.001140122,0.0004778646,0.01143272],"category_scores_gemma":[0.001927074,0.0002591449,0.0007905769,0.003496457,0.000181045,0.0004729035,0.0007019383,0.0005277248,0.005816906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008170534,"about_ca_system_score_gemma":0.001175423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05837698,"about_ca_topic_score_gemma":0.09434702,"domain_scores_codex":[0.9995666,0.00004803644,0.00008702175,0.0001310861,0.0001008032,0.00006644953],"domain_scores_gemma":[0.9989364,0.0001876345,0.0003644272,0.0001220365,0.0003036404,0.00008594507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007200871,0.00007120339,0.09789452,0.006660641,0.0006333,0.0002242554,0.00009299222,0.001201096,0.0007448951,0.0006645883,0.8718151,0.01927722],"study_design_scores_gemma":[0.0007134092,0.0001014382,0.3112046,0.001704865,0.0005878107,0.0005491161,0.0003364338,0.001516558,0.001175084,0.0006391252,0.6814028,0.00006887829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002690415,0.0003113781,0.00005965918,0.00003804412,0.00001406262,0.00001649923,0.9961627,0.00006311351,0.0006441588],"genre_scores_gemma":[0.007330471,0.0003523093,0.0002946328,0.00005166277,0.000007227986,0.00008231041,0.9911466,0.00001502499,0.0007197309],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05837698,"threshold_uncertainty_score":0.1160743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03639108219917433,"score_gpt":0.2270936847926707,"score_spread":0.1907026025934964,"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."}}