{"id":"W2098624070","doi":"10.1111/j.1365-2664.2007.01356.x","title":"Prospective evaluation of the biological control of vine mealybug: refuge effects and climate","year":2007,"lang":"en","type":"article","venue":"Journal of Applied Ecology","topic":"Research on scale insects","field":"Agricultural and Biological Sciences","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health","funders":"California Table Grape Commission","keywords":"Mealybug; Vine; Biology; Ecology; Biological pest control; Vineyard; Population; Environmental science; Horticulture; Demography","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":[0.004372,0.00007251935,0.0003099064,0.00002429247,0.00006007539,0.000005252953,0.0001952284,0.0001206003,0.00006782053],"category_scores_gemma":[0.0004868885,0.00002120643,0.00007798027,0.0001969293,0.0002213311,0.00003406017,0.00006413425,0.0001853144,0.000001211549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005255847,"about_ca_system_score_gemma":0.00002141459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003164037,"about_ca_topic_score_gemma":0.0001060902,"domain_scores_codex":[0.9986811,0.0001964496,0.0004189301,0.0001090073,0.0003832033,0.000211287],"domain_scores_gemma":[0.9979156,0.001062292,0.0005448635,0.00004057441,0.0003736415,0.00006301952],"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":[0.0007425841,0.0001276444,0.1146992,0.00001204497,0.00004624099,0.000002564829,0.00003184245,0.00001585786,0.8682786,0.001995855,0.00001508259,0.01403258],"study_design_scores_gemma":[0.000948932,0.00114205,0.9352722,0.000008574959,0.00003007164,0.00001924438,0.00004781916,0.0000360235,0.05905793,0.003301629,0.00009914128,0.00003636567],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983802,0.0001061391,0.000005557826,0.0002639994,0.00008574624,0.00047695,0.000005128385,0.000002570786,0.000673734],"genre_scores_gemma":[0.9997149,0.0000484362,0.00005499056,0.00007422331,0.00009778512,0.000006289503,4.557069e-7,5.218505e-7,0.000002473826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.820573,"threshold_uncertainty_score":0.1515257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02190296597206722,"score_gpt":0.2876483873836352,"score_spread":0.265745421411568,"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."}}