{"id":"W2611871435","doi":"10.1111/afe.12228","title":"Large scale <i> <scp>A</scp> griotes </i> spp. click beetle ( <scp>C</scp> oleoptera: <scp>E</scp> lateridae) invasion of crop land from field margin reservoirs","year":2017,"lang":"en","type":"article","venue":"Agricultural and Forest Entomology","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Biology; Biological dispersal; Crop; Intraspecific competition; Interspecific competition; Attraction; Pheromone trap; Trapping; Zoology; Ecology; PEST analysis; Horticulture; Population","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001917446,0.0004367483,0.0005280787,0.00005578834,0.0004427693,0.0001488027,0.0006465772,0.0006884706,0.00001340487],"category_scores_gemma":[0.0006010517,0.0003110187,0.0002151982,0.00009195798,0.0002682794,0.00003727273,0.0006343927,0.000285195,0.00004416918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001427661,"about_ca_system_score_gemma":0.00003684658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009443003,"about_ca_topic_score_gemma":0.007338734,"domain_scores_codex":[0.9976723,0.0001096,0.000475283,0.0007286736,0.0002394365,0.0007747433],"domain_scores_gemma":[0.9981931,0.0002787936,0.0004048766,0.0006928068,0.0002077161,0.0002226382],"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":[0.00003341947,0.0002274762,0.4572619,0.0001240527,0.0002045826,0.00005687988,0.001012957,0.00003389623,0.4812893,0.0001079603,0.05940149,0.0002459867],"study_design_scores_gemma":[0.001306163,0.000690972,0.6453497,0.00006871783,0.0000784608,0.00006099282,0.0007019138,0.0000124026,0.2839741,0.0007373504,0.06692909,0.00009015475],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990402,0.002899365,0.00004964583,0.0002145011,0.0004445264,0.0003082749,0.0002289057,0.00002434702,0.005428382],"genre_scores_gemma":[0.9882169,0.002622727,0.0002831429,0.0003930992,0.0006480492,0.00003144865,0.0009988262,0.00002722432,0.006778596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1973153,"threshold_uncertainty_score":0.9999342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007833712380782076,"score_gpt":0.2218424887448527,"score_spread":0.2140087763640707,"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."}}