{"id":"W6968746065","doi":"10.5281/zenodo.6059864","title":"Peristenus rubricollis Thomson 1892","year":2016,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lygus; Nymph; Miridae; Heteroptera; Pentatomidae","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003096044,0.0001052537,0.0001089003,0.00002184821,0.001829108,0.0003045179,0.0005983471,0.00004541484,0.01665575],"category_scores_gemma":[0.0004672575,0.00003947717,0.00005185184,0.0003375639,0.0001209667,0.0001625038,0.0007088235,0.00008142831,0.007034519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007980272,"about_ca_system_score_gemma":5.440135e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002053309,"about_ca_topic_score_gemma":0.00000172168,"domain_scores_codex":[0.9988359,0.0001550864,0.0001521067,0.0003040144,0.0002397842,0.0003130704],"domain_scores_gemma":[0.9994377,0.00005379876,0.00005584323,0.0001050392,0.0002307561,0.0001168684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003088167,0.00006862313,0.00007539304,0.00000723009,0.0000181297,0.000008803884,0.0003429634,2.430498e-7,0.2179378,0.0007249222,0.1124071,0.6683779],"study_design_scores_gemma":[0.0001394282,0.000217818,0.0125059,0.00001963901,0.000003956924,0.00003415603,0.0001543645,0.000003882093,0.001885024,0.00008450698,0.9848258,0.0001254618],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8409982,0.0001054828,0.00008805239,0.006751053,0.000116797,0.0003262486,0.000326103,0.0009684955,0.1503196],"genre_scores_gemma":[0.9973886,0.0001026187,0.00003689749,0.0001642637,0.0002419554,4.213669e-8,0.0001451452,0.00005478413,0.001865704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8724187,"threshold_uncertainty_score":0.9994704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04132332951548653,"score_gpt":0.2213308684828521,"score_spread":0.1800075389673655,"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."}}