{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00154441,0.0004215273,0.0004515452,0.0009923044,0.001691082,0.001061636,0.001756648,0.0005378643,0.002214573],"category_scores_gemma":[0.002424698,0.0002787364,0.0003049413,0.001398134,0.0004900059,0.0006505945,0.0007049432,0.000466518,0.0001656498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02564224,"about_ca_system_score_gemma":0.05465005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9696788,"about_ca_topic_score_gemma":0.9911655,"domain_scores_codex":[0.9987312,0.0001593461,0.00008492869,0.0001018209,0.0005431505,0.000379609],"domain_scores_gemma":[0.9914613,0.000422078,0.00105119,0.00009603321,0.004499068,0.00247032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002817276,0.000211218,0.9106235,0.001119129,0.00007957041,0.0003710849,0.002130601,0.0006587585,0.005132293,0.0002254679,0.01666947,0.06249714],"study_design_scores_gemma":[0.00003415999,0.0001269115,0.9892096,0.0003098917,0.00005265318,0.00004800212,0.002924082,0.0006829516,0.0004135463,0.00004686699,0.006130922,0.00002037719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9289014,0.01054301,0.002301355,0.01773381,0.000191636,0.002194412,0.007963793,0.0002728777,0.02989763],"genre_scores_gemma":[0.9752068,0.005565815,0.007369,0.001415418,0.00004774101,0.0007801828,0.002459233,0.00002420698,0.007131604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03032118,"threshold_uncertainty_score":0.1860484,"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."}}