{"id":"W2969292146","doi":"","title":"Sea Lamprey (Petromyzon marinus) in the Cheboygan River, Michigan, Watershed: Parasitic Feeding Ecology and Origin of Adults","year":2019,"lang":"en","type":"article","venue":"Deep Blue (University of Michigan)","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fisheries and Oceans Canada; U.S. Geological Survey","keywords":"Petromyzon; Lamprey; Watershed; Ecology; Fishery; Geography; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002517627,0.0001128059,0.000230154,0.00007871746,0.0001150506,0.000003348927,0.000348473,0.00008379947,0.0003368137],"category_scores_gemma":[0.000010936,0.0001093116,0.00004273885,0.0001599211,0.0004138728,0.0001712083,0.0002901674,0.0001335996,0.0001066524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002597128,"about_ca_system_score_gemma":0.000004319841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008518844,"about_ca_topic_score_gemma":0.17191,"domain_scores_codex":[0.9991931,0.00007751407,0.000107944,0.0002667316,0.0001211201,0.0002335783],"domain_scores_gemma":[0.9995826,0.00009619522,0.000102097,0.0001810773,0.000007754724,0.00003027339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001368676,0.0001345143,0.9074808,0.00008163277,0.00006492111,0.00002912336,0.08995608,0.0002002025,0.001180499,0.00039513,0.000116801,0.0002233625],"study_design_scores_gemma":[0.001064344,0.000169136,0.9490958,0.00001531615,0.00004611789,0.000004132315,0.04798035,0.0005187109,0.0001248723,0.0002151211,0.0006498433,0.000116226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943146,0.00001255101,0.00002222337,0.0004493156,0.00007547455,0.0002798035,0.000005284793,0.00001122746,0.004829488],"genre_scores_gemma":[0.9988491,0.00008249475,0.0003808383,0.0001800648,0.00000532251,5.431831e-7,0.000008172609,0.000004789976,0.000488663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1710581,"threshold_uncertainty_score":0.8432004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004464450257436263,"score_gpt":0.1678338738470843,"score_spread":0.1633694235896481,"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."}}