{"id":"W2505570504","doi":"10.1021/bk-2014-1172.ch002","title":"Botanical Insecticides: A Global Perspective","year":2014,"lang":"en","type":"book-chapter","venue":"ACS symposium series","topic":"Insect Pest Control Strategies","field":"Agricultural and Biological Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Bayer","keywords":"Commercialization; China; Toxicology; Latin Americans; Geography; Business; Biology; Political science; Law; Marketing","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":[0.0001439618,0.0005538146,0.00061513,0.00001126849,0.0003025059,0.000266418,0.0005212784,0.0006174133,0.0008307915],"category_scores_gemma":[0.00006087655,0.0002315702,0.0002866327,0.00006911761,0.0003441646,0.0002043042,0.0001845877,0.0003841287,0.0003155002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003247632,"about_ca_system_score_gemma":0.00005338879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000900131,"about_ca_topic_score_gemma":0.00770349,"domain_scores_codex":[0.9980115,0.00005224579,0.0003797824,0.0006900451,0.0004084558,0.0004580268],"domain_scores_gemma":[0.998937,0.0001866595,0.0002455846,0.00016912,0.0003170732,0.0001445536],"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":[0.0001656186,0.00001766643,0.00006234651,0.00001246751,0.0001080912,0.00003804084,0.0000917257,0.00000165307,0.01363179,0.9834709,0.001263845,0.001135883],"study_design_scores_gemma":[0.0003661709,0.002602984,0.003065565,0.0001949048,0.0002686993,0.0003695808,0.0006621624,0.000004265944,0.0004788261,0.3592371,0.6310274,0.001722403],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01195263,0.0006368544,0.000001965156,0.005786396,0.0005048935,0.0003801443,0.000274023,0.0003302361,0.9801329],"genre_scores_gemma":[0.7976219,0.0003731489,0.00003795596,0.0008326494,0.002306705,0.00003646835,0.0001154759,0.000007994669,0.1986677],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7856693,"threshold_uncertainty_score":0.9443159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398741858367806,"score_gpt":0.2180341184977683,"score_spread":0.2040466999140903,"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."}}