{"id":"W1855569822","doi":"10.1002/ps.4088","title":"A renaissance for botanical insecticides?","year":2015,"lang":"en","type":"article","venue":"Pest Management Science","topic":"Insect Pest Control Strategies","field":"Agricultural and Biological Sciences","cited_by":237,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"U.S. Environmental Protection Agency","keywords":"The Renaissance; Business; Subject (documents); Product (mathematics); Toxicology; Biotechnology; Risk analysis (engineering); Biology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.001018506,0.0001151384,0.0001169754,0.00002249261,0.0003282678,0.0002537075,0.0006977415,0.00002753096,0.00004901555],"category_scores_gemma":[0.0001990244,0.00004649159,0.0000473147,0.0007751092,0.0003068517,0.0004278528,0.000155229,0.00005377859,0.00005870926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007044293,"about_ca_system_score_gemma":0.0000183368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001136504,"about_ca_topic_score_gemma":0.0002685374,"domain_scores_codex":[0.9984643,0.00002017883,0.0001655153,0.0004355262,0.0004567204,0.0004577403],"domain_scores_gemma":[0.999435,0.00008772408,0.00006806501,0.00009859924,0.0001335583,0.0001770498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004832966,0.0006107013,0.01487584,0.00006915029,0.00004992241,0.00006948745,0.0004530257,0.0002943511,0.1665239,0.6006674,0.02542762,0.1904753],"study_design_scores_gemma":[0.001992236,0.002075352,0.5186474,0.00008139158,0.00007818719,0.00003616254,0.002028138,0.005811141,0.00450822,0.08203835,0.3814013,0.001302153],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9144538,0.0001058004,0.0003340391,0.003237489,0.0005118756,0.0007771671,0.000009917303,0.0002040908,0.08036581],"genre_scores_gemma":[0.997398,0.000006362357,0.001373716,0.000423107,0.0001775778,0.00009529028,0.000003818946,7.087234e-7,0.0005213944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.518629,"threshold_uncertainty_score":0.2524804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05049318187899203,"score_gpt":0.26438001723369,"score_spread":0.2138868353546979,"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."}}