{"id":"W2062309620","doi":"10.1002/ps.1745","title":"The influence of simulated immigration and chemical persistence on recovery of macroinvertebrates from cypermethrin and 3,4‐dichloroaniline exposure in aquatic microcosms","year":2009,"lang":"en","type":"article","venue":"Pest Management Science","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Microcosm; Persistence (discontinuity); Invertebrate; Cypermethrin; Ecology; Biology; Toxicology; Pesticide","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":[0.0004664625,0.0001055353,0.000137792,0.00006135218,0.0001372672,0.00001838426,0.0002837852,0.00004699517,0.00003314297],"category_scores_gemma":[0.00006068166,0.00008280106,0.00001622363,0.0003738575,0.001381383,0.0002464473,0.0001844412,0.00008707961,0.000009841487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006746303,"about_ca_system_score_gemma":0.000003990752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007624226,"about_ca_topic_score_gemma":0.0001143283,"domain_scores_codex":[0.9989105,0.00003858938,0.0002563817,0.0003656902,0.0002188243,0.000209941],"domain_scores_gemma":[0.9994884,0.0001432728,0.0001161179,0.0002012019,0.000002815986,0.00004822361],"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":[0.00011548,0.0001845384,0.1542493,0.00001000184,0.000006685114,0.000005290943,0.0003792735,0.0156268,0.8183954,0.0001626882,0.00001404506,0.01085053],"study_design_scores_gemma":[0.0004113227,0.0004181579,0.9065356,0.0000390155,0.00001316779,0.000002204483,0.0003483631,0.0113389,0.07796201,0.002793177,0.00002191796,0.0001161946],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986959,0.00007512746,0.00001475266,0.0003351333,0.00001875633,0.0002424784,0.000001914135,0.000005273231,0.0006107258],"genre_scores_gemma":[0.9986205,0.0003241648,0.000658212,0.0003157817,0.000002402371,0.000004424866,0.000001237371,0.000002501083,0.0000707894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7522863,"threshold_uncertainty_score":0.5089763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005500710542531058,"score_gpt":0.2063739469872126,"score_spread":0.2008732364446816,"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."}}