{"id":"W2463379095","doi":"10.1007/s00300-016-1995-x","title":"Rising temperatures and sea-ice-free winters affect the succession of Arctic macrozoobenthic soft-sediment communities (Kongsfjorden, Svalbard)","year":2016,"lang":"en","type":"article","venue":"Polar Biology","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"German Academic Exchange Service London; Deutscher Akademischer Austauschdienst; Polar Knowledge Canada","keywords":"Ecological succession; Detritivore; Arctic; Fjord; Sediment; Ecology; Oceanography; Polychaete; Biology; Glacier; Arctic ice pack; Ecosystem; Geology; Paleontology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009740155,0.00013558,0.0002183926,0.00008725345,0.0003712813,0.00001817802,0.0004998228,0.0001695051,0.001403545],"category_scores_gemma":[0.0002502574,0.00006376769,0.00004955014,0.00007421314,0.001086212,0.00007082042,0.0001699169,0.0002743911,0.00003352449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005574634,"about_ca_system_score_gemma":0.00003949456,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008198974,"about_ca_topic_score_gemma":0.01361453,"domain_scores_codex":[0.998353,0.0008341281,0.0001864972,0.0001822176,0.00007590807,0.0003682359],"domain_scores_gemma":[0.9980748,0.001393071,0.00008244739,0.0003337336,0.00004562486,0.00007030548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001392533,0.00001085582,0.9913954,0.00002544671,0.0000546157,0.000002332825,0.0001717499,0.000001144272,0.0009331438,0.0001217903,0.0003411153,0.006803109],"study_design_scores_gemma":[0.0004343474,0.0004821338,0.9941551,0.00004270837,0.00001675218,0.00004434528,0.0003427466,0.00008611483,0.0005825577,0.001887392,0.001819687,0.0001060818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933862,0.002362396,0.00001831522,0.003226192,0.0002798537,0.000159597,0.00008083292,0.0000175741,0.0004690088],"genre_scores_gemma":[0.9988184,0.0005283934,0.00004082414,0.0003052852,0.00007215735,0.000002501838,0.00005867863,0.000003044855,0.0001707119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006697027,"threshold_uncertainty_score":0.9995093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573226729040331,"score_gpt":0.2598373981174401,"score_spread":0.2441051308270367,"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."}}