{"id":"W3196734913","doi":"10.1016/j.jglr.2021.08.009","title":"Advances in the use of lampricides to control sea lampreys in the Laurentian Great Lakes, 2000–2019","year":2021,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"American Fisheries Society","keywords":"Petromyzon; Lamprey; Fishery; Salvelinus; Tributary; Environmental science; Trout; Wildlife; Ecology; Biology; Fish <Actinopterygii>; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001635935,0.0005874487,0.0002214027,0.001253952,0.0003004459,0.0007376539,0.0006515327,0.0003650458,0.001096653],"category_scores_gemma":[0.0008873204,0.0002223566,0.0003069534,0.0006358633,0.0005909483,0.0005442926,0.0005812584,0.0003983416,0.0002004541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003399288,"about_ca_system_score_gemma":0.003478044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1281664,"about_ca_topic_score_gemma":0.2265122,"domain_scores_codex":[0.9993699,0.00008588592,0.00007541379,0.0001074347,0.0002879806,0.00007341646],"domain_scores_gemma":[0.9988768,0.00009520663,0.0002673713,0.00003041426,0.0005754862,0.0001548064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005029032,0.0004195027,0.06924195,0.001874018,0.0002698141,0.0007209546,0.001269764,0.002021068,0.09238267,0.00120246,0.007118719,0.8229762],"study_design_scores_gemma":[0.0001035166,0.002853416,0.4688717,0.0008079302,0.0004735319,0.001246991,0.001452423,0.002670417,0.05052236,0.0003313553,0.4705776,0.00008867794],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5843296,0.3167222,0.007126955,0.01731188,0.0003599625,0.0003316788,0.0008110334,0.0004795179,0.07252713],"genre_scores_gemma":[0.8484907,0.1132596,0.0158179,0.004352855,0.000360019,0.00009787641,0.001200141,0.00004543245,0.01637552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8718336,"threshold_uncertainty_score":0.2548409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04547967051222809,"score_gpt":0.3181658962955585,"score_spread":0.2726862257833304,"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."}}