{"id":"W7105759796","doi":"10.3334/ornldaac/2450","title":"Lakes, Ponds, and Partial Inundation in the Yukon Kuskokwim Delta, AK, 2019-2023","year":2025,"lang":"en","type":"other","venue":"Oak Ridge National Laboratory Distributed Active Archive Center for Biogeochemical Dynamics","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Open water; Surface water; Hydrology (agriculture); Snow; Meltwater; Water level; Period (music)","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":[0.0001534715,0.0004290025,0.0003098383,0.001348858,0.0003762361,0.0005398263,0.0005289601,0.0003962855,0.004701176],"category_scores_gemma":[0.0004447467,0.0001752977,0.0003260585,0.002893429,0.0002135371,0.000459996,0.0005394326,0.0002758508,0.002464543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001315812,"about_ca_system_score_gemma":0.002080432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3455958,"about_ca_topic_score_gemma":0.5517551,"domain_scores_codex":[0.9998797,0.000006016523,0.00001559495,0.00003643147,0.00003460164,0.00002763504],"domain_scores_gemma":[0.9997003,0.00001463491,0.00003894178,0.00003414699,0.0001714029,0.0000405856],"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":[0.0005586555,0.0001479768,0.3150646,0.001503253,0.0003417653,0.0006882855,0.0006848349,0.01317669,0.002035064,0.001404085,0.6016352,0.06275953],"study_design_scores_gemma":[0.0001457517,0.00003596597,0.6233405,0.0004462226,0.00009180756,0.0002456385,0.002735894,0.01125626,0.001717916,0.0009029225,0.3589953,0.0000857649],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.07358417,0.0002616418,0.000238106,0.0001226093,0.0000397796,0.00001970323,0.9228155,0.0002606941,0.002657766],"genre_scores_gemma":[0.07418178,0.0002284805,0.0008518642,0.00003074525,0.00000742514,0.00004519467,0.9221199,0.00004229561,0.002492281],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3455958,"threshold_uncertainty_score":0.6871685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007445652982528039,"score_gpt":0.2600500363617614,"score_spread":0.2526043833792334,"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."}}