{"id":"W3158570272","doi":"10.24908/iqurcp.8265","title":"Variable Efficacy of the Purple Loosestrife (Lythrum salicaria) Biological Control Program in Ontario: Recommendations for Future Monitoring","year":2016,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biological pest control; Biology; Biodiversity; Invasive species; Ecology; Introduced species; Ecosystem","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001619892,0.0002772322,0.0004782056,0.0000635398,0.0003945792,0.0001912399,0.001133112,0.0003662109,0.0001633368],"category_scores_gemma":[0.001945656,0.0000868968,0.0001815535,0.0008213727,0.0008476389,0.0003151275,0.0003050668,0.0006492647,0.00001001531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003126581,"about_ca_system_score_gemma":0.0002041189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00554948,"about_ca_topic_score_gemma":0.005352694,"domain_scores_codex":[0.9969311,0.0002194369,0.0006088125,0.0006881519,0.0005577563,0.0009946965],"domain_scores_gemma":[0.9963245,0.001684385,0.0002570733,0.0001271988,0.001419355,0.0001874935],"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":[0.0008301103,0.0008109296,0.2586193,0.00003148208,0.0001025894,0.000001566192,0.0003443888,4.89194e-7,0.392119,0.2185738,0.00417346,0.1243929],"study_design_scores_gemma":[0.003259098,0.002960534,0.6779545,0.0006037928,0.00002748461,0.000005295948,0.002486369,0.00002728534,0.01005293,0.1283112,0.1737111,0.000600435],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8136849,0.00006238396,0.0001111179,0.1819874,0.0003977352,0.002892521,0.00008637466,0.0001171928,0.0006603834],"genre_scores_gemma":[0.9968954,0.0001640178,0.001015427,0.0000851661,0.0005621685,0.0007479223,0.00001741931,0.000003592977,0.0005088435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4193352,"threshold_uncertainty_score":0.838919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1608985617552959,"score_gpt":0.3486404414882884,"score_spread":0.1877418797329924,"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."}}