{"id":"W2151077721","doi":"10.22621/cfn.v122i4.640","title":"Critical Habitat and the Conservation Ecology of the Freshwater Parasitic Lamprey, &lt;em&gt;Lampetra macrostoma&lt;/em&gt;","year":2008,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Lamprey; Lampetra; Ecology; Habitat; Fishery; Predation; Population; Watershed; Shore; Geography; Lake sturgeon; Biology; Acipenser; Fish <Actinopterygii>","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004027779,0.0001471557,0.0001895029,0.00002781942,0.001240692,0.00003658598,0.0004644627,0.0001432844,0.001573429],"category_scores_gemma":[0.0005549143,0.00007988526,0.00006675189,0.0001428366,0.002107966,0.0001171147,0.0001803532,0.000291747,0.000115578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001111468,"about_ca_system_score_gemma":0.00003593303,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02241601,"about_ca_topic_score_gemma":0.9694852,"domain_scores_codex":[0.9987653,0.0002223421,0.0002046986,0.0002382699,0.0001724202,0.0003969851],"domain_scores_gemma":[0.9987686,0.0006700784,0.00006037008,0.0003879129,0.0000259605,0.00008703733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007417001,0.0000236034,0.2131078,0.0000236968,0.00007590427,0.0000504955,0.003057515,0.00002214466,0.0001660861,0.02602486,0.757219,0.0001547385],"study_design_scores_gemma":[0.0005280823,0.00004075346,0.9353257,0.000009233775,0.00006767491,0.00005790393,0.0002264569,0.0002101206,0.0001667465,0.004472978,0.05874108,0.0001532358],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8341317,0.00006003201,0.000002451059,0.1463345,0.00046913,0.000403968,0.00003205962,0.00001442457,0.01855179],"genre_scores_gemma":[0.9659952,0.00004744149,0.00004810838,0.02932105,0.00004442524,0.00003685376,0.000006369802,0.000007909511,0.004492648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9470692,"threshold_uncertainty_score":0.9993393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009629118617901987,"score_gpt":0.213688302840429,"score_spread":0.204059184222527,"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."}}