{"id":"W7133282320","doi":"","title":"Science response : effect of water management on lamprey","year":2023,"lang":"en","type":"other","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Threatened species; Critical habitat; Lamprey; Weir; Habitat; Endangered species; Petromyzon; Tailwater; Watershed management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001381891,0.0002571726,0.0002220775,0.000544067,0.002729194,0.001997704,0.0005849288,0.003865388,0.02949901],"category_scores_gemma":[0.005265626,0.0001361474,0.000308046,0.0005000524,0.0006652657,0.0004609641,0.001165053,0.003055651,0.003977824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004660119,"about_ca_system_score_gemma":0.006868681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1156892,"about_ca_topic_score_gemma":0.3229354,"domain_scores_codex":[0.9990213,0.0001600573,0.00003349916,0.0000889231,0.0004507646,0.0002454627],"domain_scores_gemma":[0.9948789,0.000931203,0.0002522097,0.0001215587,0.002619872,0.001196287],"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":[0.0003235573,0.000137119,0.009659295,0.000145563,0.00002811148,0.0004735797,0.0004761321,0.0001883202,0.001290202,0.0006777371,0.9588895,0.02771081],"study_design_scores_gemma":[0.00009954066,0.0002824775,0.05986465,0.0001310565,0.00003318539,0.00008921703,0.003583739,0.0003257783,0.0008127038,0.0008966002,0.9338478,0.00003324748],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07578959,0.002127554,0.0004352939,0.6512812,0.01183859,0.000396817,0.006938666,0.000618912,0.2505734],"genre_scores_gemma":[0.3009017,0.003656497,0.0007146713,0.3841972,0.00632679,0.0003666232,0.005618517,0.0001606442,0.2980574],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8843108,"threshold_uncertainty_score":0.2300317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006860176479765044,"score_gpt":0.2390337099834049,"score_spread":0.2321735335036398,"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."}}