{"id":"W2171228340","doi":"10.1046/j.1461-0248.2002.0_285.x","title":"Invasion theory and biological control","year":2002,"lang":"en","type":"article","venue":"Ecology Letters","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":291,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Alberta","funders":"","keywords":"Biological dispersal; Ecology; Biology; PEST analysis; Population; Predation; Generalist and specialist species; Biological pest control; Density dependence; Pest control; Invasive species; Habitat","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":[0.0003519652,0.0001447193,0.0002269127,0.00001073017,0.0001922282,0.00002722163,0.0001940357,0.0001815812,0.003581209],"category_scores_gemma":[0.0003981948,0.00004639266,0.00007851247,0.0000852233,0.000401169,0.00005900535,0.00006866598,0.0001719505,0.0002269649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001834195,"about_ca_system_score_gemma":5.72103e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006976433,"about_ca_topic_score_gemma":0.00008365537,"domain_scores_codex":[0.9987139,0.0003983859,0.0001659879,0.0003234002,0.00006460035,0.0003338043],"domain_scores_gemma":[0.9981099,0.001668095,0.00006614683,0.0000442314,0.00002070891,0.00009093618],"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":[0.0001017801,0.00009105864,0.1897798,0.000001321946,0.00004527399,0.0000482314,0.00002519135,8.023117e-7,0.7615166,0.005916323,0.006558128,0.03591555],"study_design_scores_gemma":[0.0004117661,0.0004703834,0.9864159,0.000002346054,0.00001110742,0.00002543457,0.00004664127,0.00001769041,0.0002823814,0.001389479,0.01075051,0.0001763563],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636304,0.0003015677,0.00001054557,0.03477042,0.0001196668,0.0001772968,0.00001237978,0.00008745736,0.0008902941],"genre_scores_gemma":[0.9701505,0.0001089372,0.00003851396,0.0293675,0.0002117324,0.00001716242,0.000006659121,5.675193e-7,0.00009843873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7966361,"threshold_uncertainty_score":0.9973297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02248636906949401,"score_gpt":0.1792806018831164,"score_spread":0.1567942328136224,"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."}}