{"id":"W2065600854","doi":"10.1016/j.jglr.2014.02.002","title":"A model to locate potential areas for lake sturgeon spawning habitat construction in the St. Clair–Detroit River System","year":2014,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"U.S. Army Corps of Engineers; U.S. Geological Survey; U.S. Fish and Wildlife Service; U.S. Environmental Protection Agency","keywords":"Spawn (biology); Habitat; Lake sturgeon; Sturgeon; Fishery; Acipenser; Hydrology (agriculture); Environmental science; Fish migration; Fish <Actinopterygii>; Geography; Ecology; Geology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004533681,0.0004238129,0.0004733457,0.0009921716,0.0008825168,0.001838428,0.001691843,0.001274599,0.009497476],"category_scores_gemma":[0.001382977,0.0005017067,0.0008154266,0.001023529,0.0006651956,0.001046365,0.001178897,0.0006262172,0.000616797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00312187,"about_ca_system_score_gemma":0.002396299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1890588,"about_ca_topic_score_gemma":0.2417474,"domain_scores_codex":[0.9998404,0.00005897735,0.00000614629,0.000044319,0.000009914706,0.00004020587],"domain_scores_gemma":[0.9994691,0.0002684951,0.00006150243,0.00002191973,0.00007197908,0.0001070051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001137705,0.00008128426,0.01680446,0.00002364805,0.00004442441,0.000132393,0.0001215805,0.9709314,0.0003269909,0.006707788,0.001503241,0.003209129],"study_design_scores_gemma":[0.00003422921,0.00002618987,0.002183828,0.000005384699,0.00001632797,0.00002056058,0.0001610858,0.995571,0.00004201023,0.001636225,0.0002942507,0.000009008752],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9419654,0.0001187032,0.03897317,0.001344109,0.00005099357,0.00008819759,0.001788628,0.0002893557,0.01538152],"genre_scores_gemma":[0.9826329,0.00006405892,0.01014368,0.0000549951,0.000008875141,0.00008563713,0.000566194,0.0000292688,0.00641443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8109412,"threshold_uncertainty_score":0.3759168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04283239455661517,"score_gpt":0.2929124696589542,"score_spread":0.250080075102339,"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."}}