{"id":"W6911766532","doi":"10.5281/zenodo.13714980","title":"Oebalus pugnax","year":2023,"lang":"fr","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":"Zea mays; Plage; Martinique; Cote d ivoire","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":[0.0008382292,0.0001919464,0.0001913229,0.00007581663,0.004040962,0.0008633488,0.001034491,0.0001236126,0.07043041],"category_scores_gemma":[0.0008395208,0.000118157,0.00009926791,0.001683203,0.000359325,0.0002529111,0.00215921,0.0002893208,0.1213647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000144051,"about_ca_system_score_gemma":0.000001591697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000103742,"about_ca_topic_score_gemma":0.000002778281,"domain_scores_codex":[0.9976758,0.0004062728,0.0002733598,0.0005069142,0.0004097912,0.0007279036],"domain_scores_gemma":[0.9989919,0.00007944681,0.00008540539,0.0001732572,0.0004294144,0.000240543],"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":[0.00001520451,0.00007554034,0.00001471697,0.00004340167,0.00003516766,0.00003737006,0.0007157516,0.0000144112,0.00985154,0.004305656,0.5886638,0.3962274],"study_design_scores_gemma":[0.000165952,0.0003292403,0.006979168,0.00005606334,0.00001381423,0.00006808665,0.0007421173,0.0002215596,0.000385195,0.0005546106,0.9902574,0.0002267887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3865901,0.002621785,0.00007336822,0.08178212,0.002036863,0.001064362,0.001689601,0.004466834,0.519675],"genre_scores_gemma":[0.8974206,0.002770246,0.00008143053,0.001015783,0.002164526,1.039531e-7,0.003579283,0.0005039721,0.09246401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5108306,"threshold_uncertainty_score":0.9972556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06528509750596868,"score_gpt":0.2502746400960383,"score_spread":0.1849895425900697,"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."}}