{"id":"W6930845805","doi":"10.5281/zenodo.16850441","title":"Drosophila suzukii","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Drosophila suzukii; Rubus; Vaccinium; Berry; Prunus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003742635,0.00008043708,0.00008145825,0.00003721645,0.001604016,0.0003584771,0.0005851115,0.00005263379,0.009488981],"category_scores_gemma":[0.0001030334,0.00004008584,0.00005038156,0.0006500543,0.00005953058,0.0001105634,0.0004403297,0.0001234612,0.008103241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003065786,"about_ca_system_score_gemma":3.809908e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002791059,"about_ca_topic_score_gemma":8.308018e-7,"domain_scores_codex":[0.99906,0.0001022845,0.0001198348,0.0002319624,0.0002081611,0.0002777256],"domain_scores_gemma":[0.9995996,0.00001921663,0.00003491451,0.00008826071,0.0001710097,0.00008703637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002145153,0.00005059456,0.00001573947,0.000004867668,0.000006089625,0.00001459185,0.0001344163,8.906418e-7,0.4940479,0.004124717,0.1185296,0.3830492],"study_design_scores_gemma":[0.00009364477,0.0002067939,0.02715098,0.000006729023,0.000004427347,0.00002382985,0.0001147605,0.00005300393,0.001939297,0.0006739596,0.9696164,0.0001162249],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9253036,0.00001811286,0.00001307763,0.00161542,0.00006566808,0.0002848968,0.0001829525,0.003545542,0.06897075],"genre_scores_gemma":[0.9973353,0.00004244113,0.00001030547,0.0001289382,0.0001692144,4.838868e-8,0.001379141,0.00005343848,0.00088118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8510868,"threshold_uncertainty_score":0.9996958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04658476954745323,"score_gpt":0.2408653017408253,"score_spread":0.194280532193372,"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."}}