{"id":"W2538503382","doi":"10.1016/j.biocon.2016.10.001","title":"When natural habitat fails to enhance biological pest control – Five hypotheses","year":2016,"lang":"en","type":"article","venue":"Biological Conservation","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":599,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Environment and Climate Change Canada","funders":"Basic Energy Sciences; Deutsche Forschungsgemeinschaft; National Institute of Food and Agriculture; Cotton Research and Development Corporation; Seventh Framework Programme; Office of Energy Efficiency and Renewable Energy; U.S. Environmental Protection Agency; National Science Foundation","keywords":"Habitat; Biodiversity; Ecology; Pest control; Biological pest control; PEST analysis; Agriculture; Natural (archaeology); Integrated pest management; Ecosystem services; Ecosystem; Agroforestry; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002794944,0.000236514,0.0003029724,0.00002095394,0.0002475752,0.00009932487,0.0003232603,0.0002092094,0.001042756],"category_scores_gemma":[0.0009975933,0.00006596011,0.0001494828,0.000169352,0.0001151662,0.0002410963,0.00006006009,0.0001301531,0.0005721682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005577619,"about_ca_system_score_gemma":0.00001102773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002688025,"about_ca_topic_score_gemma":0.0006609843,"domain_scores_codex":[0.9982826,0.0002572339,0.0003536814,0.0005205317,0.000153786,0.0004322331],"domain_scores_gemma":[0.9974567,0.001975324,0.0001325456,0.00008850438,0.0002110649,0.0001358765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004297229,0.00007440618,0.03680627,9.254111e-7,0.00001917779,0.000005884531,0.0000213849,2.589489e-7,0.8878052,0.001035144,0.003650313,0.07015137],"study_design_scores_gemma":[0.0004967273,0.001846153,0.8346613,0.00006986292,0.00001311817,0.00002661826,0.0002205008,0.00006040861,0.01354118,0.002979038,0.1454966,0.0005884907],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750256,0.0001038687,0.0002839289,0.02304431,0.000313702,0.0004798919,0.0001754822,0.0001708436,0.0004023933],"genre_scores_gemma":[0.9909169,0.00003880967,0.0001790814,0.007457846,0.000390158,0.0001429645,0.00005794815,0.000001219191,0.0008150766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8742639,"threshold_uncertainty_score":0.9998704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02788117383733171,"score_gpt":0.240378858962852,"score_spread":0.2124976851255203,"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."}}