{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001661824,0.000930001,0.0004124941,0.002771966,0.002439821,0.0004731989,0.0006328663,0.0007102682,0.01714931],"category_scores_gemma":[0.0005311673,0.0002931754,0.000176572,0.001123397,0.001359427,0.001157005,0.001608666,0.0007737583,0.003915168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001487136,"about_ca_system_score_gemma":0.0006020588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02167364,"about_ca_topic_score_gemma":0.02562785,"domain_scores_codex":[0.9998054,0.00003488922,0.00001046887,0.00005990264,0.00004965478,0.00003965827],"domain_scores_gemma":[0.9999188,0.00001603678,0.00002587449,0.00000913114,0.00001955602,0.00001055122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001100836,0.0001215808,0.02849314,0.00196758,0.00007981445,0.004149776,0.004782453,0.00114822,0.02176474,0.02711352,0.03789718,0.8713811],"study_design_scores_gemma":[0.00007123031,0.0002173501,0.1873605,0.001497653,0.00009509433,0.007172746,0.002671552,0.0004256511,0.002917023,0.005822354,0.7916908,0.00005810733],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3151,0.02924145,0.008279958,0.002404069,0.0013884,0.0006292848,0.002631532,0.0008291419,0.6394962],"genre_scores_gemma":[0.8786518,0.00613843,0.005742775,0.001957245,0.0003396009,0.0003707153,0.002142318,0.0001159258,0.1045412],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02167364,"threshold_uncertainty_score":0.05737013,"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."}}