{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001489119,0.0004556854,0.0005513408,0.00002033371,0.0002784592,0.0001905867,0.0007110134,0.000407358,0.04050149],"category_scores_gemma":[0.0001354351,0.0001332881,0.0001582897,0.0004009598,0.0001171388,0.0001051947,0.0004305992,0.0003827352,0.006675336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004300837,"about_ca_system_score_gemma":0.00001300649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01009411,"about_ca_topic_score_gemma":0.005094602,"domain_scores_codex":[0.998009,0.00008904484,0.000406313,0.0005947064,0.0003718052,0.000529122],"domain_scores_gemma":[0.9990228,0.0002523748,0.0001922058,0.0001676013,0.0001936328,0.0001714321],"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":[0.000004582916,0.00006473185,0.0000890427,0.00001735463,0.00005832656,0.00002017721,0.00000244169,9.22693e-8,0.001968667,0.000002305321,0.9936771,0.004095205],"study_design_scores_gemma":[0.00007011629,0.0001328472,0.00241447,0.00003109,0.00004505441,0.000009523508,0.00002890678,0.000002739264,0.0002461476,0.00003572693,0.9965366,0.0004467968],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005946285,0.000207421,1.445752e-7,0.001242756,0.0003781514,0.0003816432,0.9892682,0.0001578432,0.002417586],"genre_scores_gemma":[0.0007309743,0.0002960233,0.00003469926,0.001327496,0.0006824255,0.00009089037,0.9913974,0.000001226289,0.005438796],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03382616,"threshold_uncertainty_score":0.9964978,"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."}}