{"id":"W4404412615","doi":"10.1016/j.biocontrol.2024.105656","title":"Recent advances in characterizing trophic connections in biological control","year":2024,"lang":"en","type":"article","venue":"Biological Control","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"H2020 Marie Skłodowska-Curie Actions; Horizon 2020 Framework Programme","keywords":"Biology; Trophic level; Biological pest control; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009961469,0.0004792452,0.0009122932,0.00009642332,0.0001564663,0.000165923,0.0005369335,0.0006233019,0.001621105],"category_scores_gemma":[0.001313376,0.0001680484,0.0003175226,0.0009898114,0.000361522,0.0003117204,0.00008510253,0.0008065866,0.0002104331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001782534,"about_ca_system_score_gemma":0.0000227364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004392299,"about_ca_topic_score_gemma":0.0006299364,"domain_scores_codex":[0.995985,0.0007966995,0.0008938672,0.001090473,0.0002193353,0.00101465],"domain_scores_gemma":[0.9967277,0.002727602,0.0001286037,0.0001154303,0.00009552845,0.0002051282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009280758,0.0003860158,0.09504565,0.00001181704,0.00004118193,0.0003075488,0.00002363904,0.00002731829,0.4612262,0.01071802,0.00008182782,0.4312027],"study_design_scores_gemma":[0.001525015,0.001403068,0.6181996,0.00009397209,0.00001082415,0.00002563444,0.0001247645,0.0005246075,0.000182684,0.00324589,0.3741105,0.0005533924],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9318154,0.04631079,0.00005365174,0.01838331,0.0006138848,0.001072291,0.0002514413,0.0004203858,0.001078881],"genre_scores_gemma":[0.9809492,0.0148227,0.00002401065,0.003092613,0.0006570881,0.0003410839,0.00007856987,0.000002996853,0.00003175537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.523154,"threshold_uncertainty_score":0.9992915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0411402947884215,"score_gpt":0.2470997161796424,"score_spread":0.2059594213912209,"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."}}