{"id":"W2894660800","doi":"10.5073/jka.2018.462.019","title":"Questionable suitability of OECD 237 protocol in risk assessment scheme?","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":true,"ca_institutions":"","funders":"Vedecká Grantová Agentúra MŠVVaŠ SR a SAV","keywords":"Larva; Xenobiotic; Hatching; Foraging; Biology; Protocol (science); Toxicology; Honey bee; Zoology; Ecology; Medicine","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":[0.03146314,0.0009553855,0.0009694314,0.00229874,0.00221598,0.004089371,0.004762255,0.00409708,0.00555448],"category_scores_gemma":[0.03080348,0.0007488543,0.001540613,0.002092123,0.002898944,0.002330681,0.003014052,0.003854499,0.004122502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003385112,"about_ca_system_score_gemma":0.01163912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007686149,"about_ca_topic_score_gemma":0.007378084,"domain_scores_codex":[0.9544562,0.0184284,0.005215754,0.003187723,0.01593526,0.002776703],"domain_scores_gemma":[0.9772139,0.004592471,0.001929443,0.003799902,0.01179868,0.0006656945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002877569,0.0008213287,0.01421898,0.004858558,0.0005237956,0.004238294,0.0044932,0.007168191,0.1169788,0.3249426,0.2066416,0.3122371],"study_design_scores_gemma":[0.0002557945,0.001669735,0.007947002,0.002399441,0.0005384292,0.002482343,0.002034657,0.002855655,0.08248688,0.05895315,0.8379931,0.0003839138],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.114434,0.02581258,0.4404884,0.04497735,0.01023325,0.02218607,0.01517092,0.004186052,0.3225113],"genre_scores_gemma":[0.451865,0.01847978,0.3765296,0.02761338,0.001397129,0.03512974,0.01518135,0.00107971,0.07272437],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03146314,"threshold_uncertainty_score":0.166395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07360663759133944,"score_gpt":0.391119962784479,"score_spread":0.3175133251931396,"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."}}