{"id":"W6992211089","doi":"","title":"Landscape heterogeneity impacts aphid suppression while adjacent habitats and aphid abundance impact predator movement in soybean","year":2022,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Nonlinear Optical Materials Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soybean aphid; Aphid; Predator; Predation; PEST analysis; Abundance (ecology); Habitat; Biological pest control","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001431253,0.0003439686,0.0005470513,0.0002605058,0.0001574522,0.00003191674,0.0002566159,0.0001670764,0.00009159851],"category_scores_gemma":[0.0000200442,0.000408274,0.0001206731,0.0001883666,0.0000474174,0.0002018801,0.0001920566,0.0002983369,0.000009950422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002999661,"about_ca_system_score_gemma":0.00003719361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008319546,"about_ca_topic_score_gemma":0.1785979,"domain_scores_codex":[0.9987007,0.00006373502,0.0001788725,0.0003528305,0.0003288372,0.000374972],"domain_scores_gemma":[0.9993418,0.00004878346,0.0001332966,0.0002877785,0.00005286378,0.0001354863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004022064,0.001549679,0.6199805,0.01360625,0.002498271,0.0007189609,0.01289749,0.02335754,0.2834977,0.000144731,0.03516887,0.00255802],"study_design_scores_gemma":[0.001190324,0.0002645305,0.9761332,0.0004070848,0.0001081371,0.000002390385,0.01207176,0.002408568,0.006091424,0.00004402862,0.0006927905,0.0005857814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960054,0.001770636,0.000009624272,0.00005881364,0.0004748021,0.0004321154,0.0003969972,0.000105213,0.0007464038],"genre_scores_gemma":[0.9978724,0.001079975,0.0003692363,0.000005735944,0.00004692949,0.000002961097,0.0004931029,0.00005400035,0.00007569286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3561527,"threshold_uncertainty_score":0.9998369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034775557623334,"score_gpt":0.2188982096840956,"score_spread":0.2085504541078623,"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."}}