{"id":"W2771569722","doi":"10.1111/jai.13560","title":"Dynamics of Lake Sturgeon (<i>Acipenser fulvescens</i>Rafinesque, 1817) in a ‘pristine’ river","year":2017,"lang":"en","type":"article","venue":"Journal of Applied Ichthyology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Natural Resources and Forestry","funders":"Ontario Ministry of Natural Resources and Forestry","keywords":"Lake sturgeon; Acipenser; Sturgeon; Fishery; Biology; Population; Ecology; Hydrology (agriculture); Fish <Actinopterygii>; Geology; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001790461,0.0001301273,0.0001574387,0.0007277036,0.0006186182,0.0003311757,0.0002556866,0.0002389296,0.000628914],"category_scores_gemma":[0.0002545495,0.0001502284,0.0001288484,0.0004312159,0.0004829908,0.0002597309,0.0003504593,0.0001481095,0.0001229347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001571155,"about_ca_system_score_gemma":0.0005350735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1704769,"about_ca_topic_score_gemma":0.4973425,"domain_scores_codex":[0.9999115,0.000006126759,0.000005890181,0.00002936019,0.00002535214,0.00002167531],"domain_scores_gemma":[0.99972,0.00001536397,0.0001163976,0.00000799411,0.00007769256,0.00006238928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007780865,0.00002562732,0.9860582,0.00001253161,0.00002032646,0.00009718729,0.001120688,0.0001126759,0.009400829,0.00002862786,0.0001132043,0.00293233],"study_design_scores_gemma":[7.140736e-7,0.00003170657,0.9995302,8.862061e-7,0.000003508732,0.00002175871,0.0001923281,0.0000636068,0.000065926,0.000003014295,0.00008496422,0.000001347495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997624,0.00001139365,0.00001774498,0.000004325908,2.377478e-7,0.000001623364,0.00005392715,0.000001604475,0.0001468332],"genre_scores_gemma":[0.9994405,0.0000177806,0.00007388869,0.000006168313,6.899067e-7,0.00000577425,0.0001735324,8.266732e-7,0.0002808035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1704769,"threshold_uncertainty_score":0.3389692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006986195255386555,"score_gpt":0.2237299296643157,"score_spread":0.2167437344089291,"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."}}