{"id":"W3087893590","doi":"10.4236/jwarp.2020.129046","title":"St Lawrence Seaway: Eastern Great Lakes, the Niagara River and Welland Canal Replacement, Maintenance and Protection","year":2020,"lang":"en","type":"article","venue":"Journal of Water Resource and Protection","topic":"Water Resources and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Niagara","funders":"National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Escarpment; Tributary; Archaeology; Hydrology (agriculture); Geology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.000235938,0.0003605399,0.000126299,0.0006644061,0.002261026,0.003530734,0.0006122026,0.001275562,0.0657488],"category_scores_gemma":[0.0005271565,0.0001515288,0.0001010599,0.001282465,0.0009814234,0.00143393,0.001967525,0.0007283419,0.01096441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004787643,"about_ca_system_score_gemma":0.01184463,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3935193,"about_ca_topic_score_gemma":0.6514508,"domain_scores_codex":[0.9997219,0.00001807225,0.00001392351,0.00004572496,0.000126464,0.00007387954],"domain_scores_gemma":[0.9995128,0.00001561732,0.00004017783,0.00001833387,0.0002668966,0.0001461936],"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":[0.00004611781,0.00003053892,0.01240223,0.0002345992,0.000006228796,0.0006268506,0.001097606,0.0002416594,0.0007419947,0.02273887,0.8028981,0.1589352],"study_design_scores_gemma":[0.000003041188,0.000007788502,0.01078374,0.00006970866,0.000002086277,0.000169645,0.000849293,0.00004794923,0.00007827412,0.0004464069,0.9875358,0.000006408743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04173141,0.02149447,0.001605258,0.0308047,0.002264343,0.0002458094,0.007957976,0.001506512,0.8923895],"genre_scores_gemma":[0.08345948,0.00728533,0.001510384,0.001771538,0.0002722626,0.00009080533,0.003359709,0.0001923086,0.9020582],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6064807,"threshold_uncertainty_score":0.7824576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02670153591434046,"score_gpt":0.2295064804561091,"score_spread":0.2028049445417687,"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."}}