{"id":"W3048749898","doi":"10.4236/jwarp.2020.128041","title":"St. Lawrence Seaway: Navigation on Gulf of Saint Lawrence Estuary and the St. Lawrence River","year":2020,"lang":"en","type":"article","venue":"Journal of Water Resource and Protection","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Food and Agriculture; University of Illinois at Urbana-Champaign; U.S. Department of Agriculture","keywords":"Oceanography; Estuary; SAINT; Archaeology; Geology; Geography; History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006063557,0.0004875835,0.0002052471,0.001542546,0.002456414,0.002649457,0.0005064809,0.0007212713,0.0294764],"category_scores_gemma":[0.001343601,0.0002589631,0.0001272356,0.002640957,0.0007259747,0.001279462,0.001490594,0.0008514216,0.01330243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004991426,"about_ca_system_score_gemma":0.01656626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7792841,"about_ca_topic_score_gemma":0.8609219,"domain_scores_codex":[0.9994361,0.00004418059,0.00002800592,0.00004355972,0.0003692143,0.00007890385],"domain_scores_gemma":[0.9987381,0.00003226261,0.00005108989,0.00003191333,0.001009214,0.0001373997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002994136,0.00001653692,0.01014884,0.00007570285,0.00000513361,0.00009974591,0.0007137658,0.0002726084,0.0002706198,0.004124956,0.8751997,0.1090424],"study_design_scores_gemma":[0.000006851275,0.00001066673,0.01302259,0.000170506,0.000004730138,0.00003456795,0.0008162776,0.0002054467,0.0001538305,0.0003576418,0.9852003,0.00001676114],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03672784,0.0185558,0.004768748,0.0354669,0.004433329,0.0002652316,0.05443597,0.008195166,0.8371511],"genre_scores_gemma":[0.145602,0.02916224,0.01873745,0.004680287,0.0005675125,0.0002186827,0.04790783,0.001406352,0.7517177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2207159,"threshold_uncertainty_score":0.4440315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156921286767922,"score_gpt":0.1887144412046892,"score_spread":0.17714522833701,"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."}}