{"id":"W3046661465","doi":"10.4236/jwarp.2020.128039","title":"St. Lawrence Seaway: Western Great Lakes Basin","year":2020,"lang":"en","type":"article","venue":"Journal of Water Resource and Protection","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Food and Agriculture; University of Illinois at Urbana-Champaign; Iowa State University; U.S. Department of Agriculture","keywords":"Tributary; Bay; Shelf ice; Hydrology (agriculture); Oceanography; Environmental science; Archaeology; Geology; Geography; Arctic","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":[],"consensus_categories":[],"category_scores_codex":[0.0007177889,0.0001075083,0.000185017,0.00008770458,0.000384217,0.0002385434,0.0001787009,0.00006679621,0.0001134001],"category_scores_gemma":[0.00002615379,0.00007469313,0.00007750023,0.0001266516,0.0001381026,0.0002835385,0.00004061896,0.0002580963,0.00001888826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004206797,"about_ca_system_score_gemma":0.00002192495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003262614,"about_ca_topic_score_gemma":0.0001943335,"domain_scores_codex":[0.9986845,0.0002181104,0.0002774102,0.0001491638,0.0004313747,0.0002394511],"domain_scores_gemma":[0.9995375,0.0000129,0.0001210878,0.000069358,0.0000656535,0.0001934964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003060725,0.0003064868,0.05922802,0.0009251851,0.0006614104,0.0005757344,0.6012172,0.001608519,0.02768474,0.0006725958,0.01140703,0.2926524],"study_design_scores_gemma":[0.0004279822,0.0003575576,0.0009152207,0.00005128493,0.00003562423,0.00002302726,0.0018167,0.00002679355,0.002170728,0.0002449891,0.9938168,0.0001132698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567453,0.0001243603,0.003240288,0.03735755,0.00009977007,0.0003631691,0.000002629617,0.00005435056,0.002012582],"genre_scores_gemma":[0.997251,0.00004765772,0.0001030103,0.0008711612,0.0006786623,0.000005027794,9.026862e-7,0.00001363961,0.001028934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9824098,"threshold_uncertainty_score":0.3045897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0348459844627213,"score_gpt":0.2533045388655843,"score_spread":0.218458554402863,"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."}}