{"id":"W3171381351","doi":"10.1139/cjfas-2019-0448","title":"A management-scale investigation of consistent individual differences in behaviour and trapping bias in sea lamprey (<i>Petromyzon marinus</i>)","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; University of Guelph","funders":"U.S. Fish and Wildlife Service","keywords":"Petromyzon; Lamprey; Trap (plumbing); Fishery; Trapping; Scale (ratio); Ecology; Biology; Environmental science; Zoology; Geography; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004783629,0.0001421629,0.0001410833,0.0002793105,0.0002672896,0.0002147857,0.0001965749,0.0001789737,0.000628459],"category_scores_gemma":[0.0009257509,0.0001126908,0.0001281727,0.0001487919,0.0003026657,0.0001553703,0.0002049203,0.0002101907,0.0001213801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004643447,"about_ca_system_score_gemma":0.0002547229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006730346,"about_ca_topic_score_gemma":0.02109394,"domain_scores_codex":[0.999739,0.00008435352,0.00001458706,0.00008572596,0.00004726315,0.00002907198],"domain_scores_gemma":[0.999137,0.000145443,0.000408683,0.00009128165,0.0001105974,0.0001070044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004660217,0.0006785253,0.8169478,0.00005272181,0.0001300006,0.00008866748,0.001176949,0.0002371069,0.1610356,0.00006284254,0.0003074615,0.01881643],"study_design_scores_gemma":[0.000002077021,0.0003342273,0.9979438,0.000001201291,0.000008002571,0.00002688389,0.0001135968,0.0001408282,0.001305675,0.000008396778,0.0001122397,0.000003134704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996595,0.00001439249,0.0001015801,0.000006601245,9.687773e-7,0.000008616103,0.00003653003,0.000003271021,0.0001684574],"genre_scores_gemma":[0.9989441,0.00001181474,0.000480551,0.00002178674,0.000001937412,0.00002966729,0.0001084029,0.00000294151,0.0003988126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006730346,"threshold_uncertainty_score":0.01338238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03515710694206139,"score_gpt":0.2058129264186617,"score_spread":0.1706558194766003,"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."}}