{"id":"W2063016630","doi":"10.1080/03632415.2014.923769","title":"A Case for Accelerated Reestablishment of American Eel in the Lake Ontario and Champlain Watersheds","year":2014,"lang":"en","type":"article","venue":"Fisheries","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Fishery; Environmental science; Hydrology (agriculture); Geology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003229063,0.00006783753,0.000114929,0.00001196759,0.00008653651,0.00001826406,0.00008803081,0.00003046278,0.002101592],"category_scores_gemma":[0.00003845915,0.00004480434,0.00001309131,0.00008429803,0.0003387362,0.0001100783,0.0000435917,0.00006002511,0.00001009907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003179487,"about_ca_system_score_gemma":0.00000833956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01216555,"about_ca_topic_score_gemma":0.7069001,"domain_scores_codex":[0.9994864,0.00005843522,0.0001257715,0.0001241029,0.00006166039,0.0001435588],"domain_scores_gemma":[0.9997125,0.00009812497,0.00005054156,0.000114326,0.000004621647,0.00001987996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004481232,0.00008016997,0.9739941,0.000006109554,0.000003947657,0.00003495726,0.01069852,0.0000061426,0.0002084145,0.00004244423,0.006584216,0.00829615],"study_design_scores_gemma":[0.0005235089,0.0005303254,0.9295806,0.000003844521,0.00001887249,0.0001238003,0.001875809,0.0002416688,0.0006573283,0.0003567685,0.06595152,0.0001359586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973344,6.403458e-7,0.00005738831,0.0007162418,0.00003630508,0.0002209532,0.000006688142,0.000005155801,0.001622177],"genre_scores_gemma":[0.9981819,0.000001217697,0.0005916242,0.0004611982,0.000007218736,0.00006999919,0.00001111006,0.000003719435,0.0006720083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6947345,"threshold_uncertainty_score":0.9988106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02636288401220365,"score_gpt":0.2278813255408676,"score_spread":0.201518441528664,"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."}}