{"id":"W2097723614","doi":"10.4319/lo.2011.56.2.0495","title":"The chemical development of a hypersaline coastal basin in the High Arctic","year":2011,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Oceanography; Arctic; Sea ice; Water column; Geology; Hydrology (agriculture); Structural basin; Environmental science; Geomorphology","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":[0.0001241782,0.0001909708,0.0002211474,0.0007317798,0.001441755,0.0007571868,0.0003822671,0.0002035535,0.0003143112],"category_scores_gemma":[0.0002142858,0.0001894035,0.000134941,0.0009657149,0.0007921114,0.000231949,0.0005465429,0.0001551724,0.00005291155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003097636,"about_ca_system_score_gemma":0.002991368,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6447601,"about_ca_topic_score_gemma":0.8038002,"domain_scores_codex":[0.9999058,0.000008427604,0.000003826474,0.0000222473,0.00002945773,0.00003023302],"domain_scores_gemma":[0.9998227,0.00001001528,0.00004019397,0.000004815809,0.00007736137,0.00004504783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001902515,0.00004189846,0.9220816,0.00006483534,0.00005841129,0.0005514912,0.001707626,0.001616163,0.06491873,0.0004563472,0.0001160044,0.008196693],"study_design_scores_gemma":[0.000004183634,0.00001806765,0.9962928,0.000004764914,0.00001141361,0.00006744127,0.0009074346,0.0009599828,0.001080572,0.0000354483,0.0006128215,0.000005053809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992892,0.00006710719,0.00003173894,0.00001204978,5.726379e-7,0.000001895462,0.00005155523,0.000002144884,0.0005437617],"genre_scores_gemma":[0.9995893,0.00006767338,0.0001288895,0.00000869714,8.246377e-7,0.000001895745,0.00006769217,0.000001525528,0.0001334601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6447601,"threshold_uncertainty_score":0.714664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213392825048186,"score_gpt":0.1807882894083031,"score_spread":0.1686543611578213,"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."}}