{"id":"W3198613554","doi":"","title":"Suitability of flow regimes in sustaining unionids and fishes in North America","year":2008,"lang":"en","type":"article","venue":"","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University","funders":"","keywords":"Fishery; Flow (mathematics); Geography; Business; Biology; Mechanics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001150403,0.0001314522,0.000271816,0.001386327,0.0009698166,0.001386496,0.000557542,0.001041646,0.002287376],"category_scores_gemma":[0.005335274,0.000245775,0.0003090096,0.00091706,0.001874352,0.00140572,0.001008775,0.000537638,0.0001413913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002054793,"about_ca_system_score_gemma":0.000889476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06289734,"about_ca_topic_score_gemma":0.1129968,"domain_scores_codex":[0.999513,0.000160624,0.000035233,0.000105545,0.00004115668,0.000144398],"domain_scores_gemma":[0.9979162,0.0005952339,0.0007648146,0.0001252355,0.0002130978,0.0003855378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001876539,0.00008660318,0.9795139,0.00002469916,0.00008524125,0.0001532985,0.001047491,0.006260248,0.001017465,0.003865916,0.0003741425,0.007383248],"study_design_scores_gemma":[0.00001391202,0.00005222271,0.9845293,0.0000154304,0.00002166772,0.00009556836,0.003011837,0.007766561,0.00009704039,0.003970838,0.0004131966,0.0000124262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988496,0.00004524316,0.0001052887,0.0001569306,0.00000167808,0.000003220588,0.00003938329,0.000002908552,0.0007957076],"genre_scores_gemma":[0.9997744,0.00003401771,0.00004345413,0.00001657311,0.000002340978,0.000002357126,0.00003228177,0.000001181002,0.00009343855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06289734,"threshold_uncertainty_score":0.1250625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02072568661360472,"score_gpt":0.1977142181176874,"score_spread":0.1769885315040826,"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."}}