{"id":"W2890875788","doi":"10.5073/jka.2018.462.042","title":"An international workshop on pesticide exposure assessment for non-Apis bees","year":2018,"lang":"en","type":"article","venue":"Federal Research Centre for Cultivated Plants (Julius Kühn-Institut)","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada","funders":"","keywords":"Pesticide; Environmental science; Toxicology; Biology; 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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00148728,0.0003624003,0.0003557042,0.0001316074,0.002049098,0.0007570228,0.001099294,0.0003355466,0.001767582],"category_scores_gemma":[0.001312983,0.0001718564,0.0001882745,0.0004451217,0.0003272039,0.0004632204,0.0001514867,0.0006464793,0.0001769921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000297971,"about_ca_system_score_gemma":0.0002007241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004084708,"about_ca_topic_score_gemma":0.002685637,"domain_scores_codex":[0.9954403,0.0002742375,0.0004408436,0.0008977465,0.001385726,0.001561167],"domain_scores_gemma":[0.9958324,0.001980033,0.0001053686,0.0002010034,0.00131621,0.0005649519],"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":[0.01084197,0.003119686,0.08753448,0.0001753042,0.0005565999,0.0001734142,0.001254357,0.0001551952,0.4975519,0.006741524,0.1300143,0.2618813],"study_design_scores_gemma":[0.006758861,0.01109445,0.242174,0.001483723,0.00004502871,0.00004395369,0.002572806,0.03382238,0.09465239,0.003043006,0.6023239,0.001985389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812513,0.00002959237,0.0002870203,0.003354547,0.0009503605,0.002764575,0.001692101,0.0001487553,0.009521724],"genre_scores_gemma":[0.9892624,0.0001015541,0.001239737,0.0002286798,0.00272674,0.0002706423,0.0028994,0.000009595388,0.003261259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4723096,"threshold_uncertainty_score":0.9992501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08154116412331897,"score_gpt":0.3861617658539133,"score_spread":0.3046206017305944,"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."}}