{"id":"W4231509052","doi":"10.1080/15230430.2000.12003360","title":"Hierarchical Organization of Ecosystems at Multiple Spatial Scales on the Yukon-Kuskokwim Delta, Alaska, U.S.A.","year":2000,"lang":"en","type":"article","venue":"Arctic Antarctic and Alpine Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Geological Survey; National Science Foundation","keywords":"Ecotype; Floodplain; Ecology; Ecosystem; Environmental science; Permafrost; Riparian zone; Biology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001096443,0.0001699377,0.0002288574,0.00006579603,0.0005488608,0.00004497978,0.0003274382,0.00008114897,0.006758332],"category_scores_gemma":[0.0003581618,0.0001142258,0.00004905978,0.000518382,0.0005444214,0.0001036071,0.0004142659,0.0003397475,0.0008875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002451612,"about_ca_system_score_gemma":0.00002288529,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01129719,"about_ca_topic_score_gemma":0.01323874,"domain_scores_codex":[0.9975181,0.0003863143,0.0003431791,0.0004201322,0.0008275069,0.0005048235],"domain_scores_gemma":[0.998302,0.0009799865,0.00006031203,0.0004268274,0.00005213049,0.0001787815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001928335,0.000240457,0.97644,0.0001242602,0.0000413882,0.00001396901,0.0006706463,0.0005537046,0.00174157,0.0003466652,0.001165798,0.01846869],"study_design_scores_gemma":[0.001717596,0.0009206535,0.8604292,0.000315042,0.00003452296,0.0002262986,0.0005609598,0.1230303,0.001653077,0.0014665,0.009121662,0.0005241736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948724,0.00002609684,0.0001459713,0.00217836,0.00004537419,0.0004899023,0.00002810609,0.00002196098,0.002191852],"genre_scores_gemma":[0.9981761,0.0002530515,0.00007159675,0.00007964964,0.00007957512,0.00002003855,0.00003823622,0.00002932772,0.001252403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1224766,"threshold_uncertainty_score":0.9998904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530646440971805,"score_gpt":0.2462605185233168,"score_spread":0.2309540541135987,"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."}}