{"id":"W2099316915","doi":"10.1029/2006wr005139","title":"Lake abundance, potential water storage, and habitat distribution in the Mackenzie River Delta, western Canadian Arctic","year":2007,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Alberta Environment and Protected Areas","funders":"Natural Sciences and Engineering Research Council of Canada; Simon Fraser University; Aurora Research Institute","keywords":"Delta; River delta; Hydrology (agriculture); Floodplain; Environmental science; Wetland; Arctic; Flooding (psychology); Oceanography; Geology; Geography; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002559138,0.0001306392,0.0001237157,0.0002505118,0.0005310004,0.0003162142,0.0003520017,0.00009918785,0.002334799],"category_scores_gemma":[0.0000173584,0.00006717494,0.00003293092,0.0001965816,0.0003749211,0.000175655,0.00004560069,0.0004430147,0.0005131382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002833189,"about_ca_system_score_gemma":0.000017075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5411165,"about_ca_topic_score_gemma":0.9900938,"domain_scores_codex":[0.997508,0.0002677064,0.0001910433,0.0002970455,0.0005675918,0.001168618],"domain_scores_gemma":[0.9993013,0.0001164541,0.00001132918,0.0002222779,0.00008158925,0.000267027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001065599,0.00001311977,0.9822927,0.00003732593,0.000006626727,0.0005055828,0.01354219,0.00006147686,0.0001351857,0.000001751506,0.0008302316,0.002467262],"study_design_scores_gemma":[0.0002331991,0.00007903184,0.7895032,0.00001820268,0.000003646948,0.00005564741,0.0008280875,0.000265227,0.0001701977,0.000159701,0.208569,0.0001148765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949753,0.0002642871,0.000006100519,0.002102849,0.00009246438,0.000261668,0.00159832,0.000008292282,0.0006907676],"genre_scores_gemma":[0.992277,0.00006848088,0.000003460641,0.0003006177,0.000226462,0.000002952223,0.006649676,0.000005763462,0.0004656485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4489772,"threshold_uncertainty_score":0.9985772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04065615061023913,"score_gpt":0.2811339231064235,"score_spread":0.2404777724961844,"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."}}