{"id":"W4402053262","doi":"10.1079/9781800623279.0001","title":"A Brief Introduction to Biological Control in Canada","year":2024,"lang":"en","type":"book-chapter","venue":"CABI eBooks","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Control (management); History; Geography; Computer science; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001133608,0.0001806037,0.000208386,0.00005053796,0.00003390466,0.000009956019,0.0001623163,0.0001422406,0.003511931],"category_scores_gemma":[0.00001047487,0.0001599936,0.00004147747,0.00001494119,0.00009944813,0.00001123214,0.0001808716,0.0002794399,0.001150018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001331807,"about_ca_system_score_gemma":0.0000722095,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2712592,"about_ca_topic_score_gemma":0.9327322,"domain_scores_codex":[0.9989932,0.00001047113,0.0001943753,0.0004470216,0.0001264285,0.0002284775],"domain_scores_gemma":[0.999639,0.0000206588,0.00003537683,0.0002194808,0.000002880725,0.000082621],"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":[0.0002161591,0.00002605927,0.001992549,0.00007111915,0.0001669644,0.001593373,0.0003153,0.001880004,0.0009882477,0.500936,0.35861,0.1332042],"study_design_scores_gemma":[0.000132674,0.00007122703,0.002781446,0.00001469289,0.00001616277,0.00001090299,0.000006726473,0.00002742226,0.000008429792,0.01241676,0.9843205,0.0001931023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004388275,0.0000383187,0.00002624155,0.0009063793,0.001020362,0.0005704036,0.00002199931,0.00003235874,0.9929957],"genre_scores_gemma":[0.1590759,0.00000371182,0.0000194946,0.002316157,0.0002347931,0.00005613461,0.000008659949,0.00001732778,0.8382678],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.661473,"threshold_uncertainty_score":0.9996277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00722034111497705,"score_gpt":0.1774425442842278,"score_spread":0.1702222031692508,"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."}}