{"id":"W2007062240","doi":"10.1017/s0954102013000448","title":"Species diversity and changes of communities of heterotrophic flagellates (protista) in response to glacial melt in King George Island, the South Shetland Islands, Antarctica","year":2013,"lang":"en","type":"article","venue":"Antarctic Science","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canadian Institute for Advanced Research","funders":"Russian Foundation for Basic Research","keywords":"Glacial period; Oceanography; Shetland; Last Glacial Maximum; Ecology; Bay; Geology; Biology; Paleontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001875437,0.0002303292,0.0002294181,0.001210052,0.0005885019,0.0005285761,0.0003365486,0.0003195279,0.0009136298],"category_scores_gemma":[0.000384443,0.0001724516,0.0003014136,0.001052798,0.0005068342,0.0002749623,0.0004894348,0.0001719231,0.0002029142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177363,"about_ca_system_score_gemma":0.0005150874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.117253,"about_ca_topic_score_gemma":0.2349418,"domain_scores_codex":[0.9998777,0.00001733195,0.00001254517,0.00003110622,0.00002250071,0.00003875277],"domain_scores_gemma":[0.9995255,0.00005313929,0.0001795346,0.00003084946,0.0001037164,0.0001072234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008094585,0.000007992352,0.9902167,0.00004017392,0.00007595368,0.000155767,0.00137572,0.00007893136,0.005506426,0.0000103958,0.0001135961,0.002337396],"study_design_scores_gemma":[4.059467e-7,0.000005349972,0.9994461,0.000002181228,0.000004058536,0.00001719421,0.0003809704,0.0000246902,0.00003999128,0.000001496382,0.00007632814,0.000001097551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999534,0.000112731,0.000007158311,0.00001079206,0.000001281959,0.000001644654,0.0001909013,0.000001623601,0.0001398722],"genre_scores_gemma":[0.9993917,0.00006906934,0.00003540652,0.00001316198,0.000002271986,0.000004248996,0.0002874726,0.000001014399,0.0001957859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.117253,"threshold_uncertainty_score":0.2331411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02111276836492425,"score_gpt":0.2358568531447051,"score_spread":0.2147440847797809,"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."}}