{"id":"W2040527047","doi":"10.1080/07011784.2014.987697","title":"Saving Lake Winnipeg","year":2015,"lang":"en","type":"article","venue":"Canadian Water Resources Journal / Revue canadienne des ressources hydriques","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Global Institute for Water Security","funders":"","keywords":"Threatened species; Water quality; Geography; Current (fluid); Environmental science; Fishery; Ecology; Oceanography; Geology; Habitat","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002930173,0.0004645357,0.000180963,0.0005652393,0.00647633,0.002308715,0.0007306472,0.0006336765,0.03063291],"category_scores_gemma":[0.001137381,0.000228964,0.0002069741,0.0008351858,0.0007362054,0.0009136042,0.002558867,0.0007817902,0.002030426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01466928,"about_ca_system_score_gemma":0.04909558,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9624205,"about_ca_topic_score_gemma":0.9915467,"domain_scores_codex":[0.9995744,0.00003300904,0.000007879952,0.00004308308,0.0001152722,0.0002264884],"domain_scores_gemma":[0.9994643,0.00001250411,0.00001761093,0.00001363127,0.0001885112,0.0003034713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002244562,0.00004692231,0.02120163,0.0006955289,0.00005329691,0.002919631,0.004810236,0.00039083,0.002723947,0.03883503,0.7359437,0.1921547],"study_design_scores_gemma":[0.00001298231,0.00001792019,0.01722838,0.0001246778,0.00001475517,0.0002503128,0.003446947,0.00007979989,0.0002379417,0.0006679836,0.9779032,0.00001512532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1969588,0.02304583,0.00311179,0.1245936,0.006581367,0.001027226,0.0112969,0.0007800517,0.6326045],"genre_scores_gemma":[0.3926581,0.0102451,0.005932995,0.01332829,0.0001899473,0.0002680446,0.003123743,0.0002518726,0.5740019],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03757954,"threshold_uncertainty_score":0.1064336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01714426673291946,"score_gpt":0.1940685304560082,"score_spread":0.1769242637230887,"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."}}