{"id":"W2511864607","doi":"10.1080/02755947.2016.1204389","title":"Evaluation of a Sterile-Male Release Technique: A Case Study of Invasive Sea Lamprey Control in a Tributary of the Laurentian Great Lakes","year":2016,"lang":"en","type":"article","venue":"North American Journal of Fisheries Management","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Great Lakes Fishery Commission","keywords":"Petromyzon; Lamprey; Biology; Tributary; Fishery; Zoology; Ecology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002557673,0.0002822086,0.0004501572,0.002014403,0.0006320306,0.0006288104,0.0005638277,0.0004615918,0.0005392748],"category_scores_gemma":[0.003760477,0.0001514483,0.0007061235,0.0018111,0.0006303252,0.000362625,0.0003618932,0.0003056198,0.00004016809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00156416,"about_ca_system_score_gemma":0.002253481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02906833,"about_ca_topic_score_gemma":0.09497353,"domain_scores_codex":[0.9983475,0.0006907358,0.0002468734,0.0001783903,0.000417824,0.000118653],"domain_scores_gemma":[0.9957831,0.002077304,0.001269662,0.0001096793,0.0006456517,0.0001146519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005295478,0.0009894831,0.5911871,0.03515837,0.004895726,0.0454933,0.03368344,0.001328366,0.01594844,0.001195845,0.002204213,0.2673862],"study_design_scores_gemma":[0.00007388945,0.002865416,0.8873857,0.009200304,0.007032421,0.01676589,0.03976842,0.001658538,0.005624671,0.0004067502,0.02905952,0.0001583963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640611,0.03309994,0.0005745189,0.0005967463,0.00001670077,0.0001499205,0.0001728622,0.000009454453,0.001318796],"genre_scores_gemma":[0.975724,0.02127176,0.002044192,0.0003767042,0.00002824639,0.00006878535,0.0001696192,0.000005238773,0.0003113461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02906833,"threshold_uncertainty_score":0.05779827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211804129232527,"score_gpt":0.2254563345051492,"score_spread":0.2133382932128239,"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."}}