{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000530917,0.0001415802,0.0004482867,0.00009810107,0.0001536827,0.000009638838,0.0005239684,0.0001239144,0.0008477301],"category_scores_gemma":[0.0001037554,0.0001211076,0.00007207325,0.00007468223,0.000711805,0.000136591,0.0004732452,0.0002792611,0.00008153756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007847173,"about_ca_system_score_gemma":0.00001164637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004986861,"about_ca_topic_score_gemma":0.01318022,"domain_scores_codex":[0.99884,0.00003079264,0.0005065691,0.0001767235,0.0001750481,0.000270834],"domain_scores_gemma":[0.9986986,0.00007424248,0.0008554372,0.0002991345,0.0000229188,0.0000496489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006499323,0.0003968823,0.9651328,0.00003225892,0.0001412912,0.0002053212,0.0006247957,0.0008604442,0.0008211341,0.004951857,0.02402048,0.00216284],"study_design_scores_gemma":[0.00117335,0.0001707467,0.9844753,0.00001066677,0.00004957024,0.00002422771,0.0001214456,0.0001275258,0.0000971643,0.008006524,0.005625136,0.000118356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8983648,0.000008586782,0.0001658083,0.002563409,0.0003501877,0.0001515756,0.000004037588,0.000005353669,0.09838618],"genre_scores_gemma":[0.9978414,0.00008082112,0.001109084,0.000519313,0.0000450849,0.00000494098,0.000001704938,0.000009206097,0.0003884752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09947652,"threshold_uncertainty_score":0.928205,"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."}}