{"id":"W2120030945","doi":"10.1007/s00300-011-1046-6","title":"Spring-to-summer changes and regional variability of benthic processes in the western Canadian Arctic","year":2011,"lang":"en","type":"article","venue":"Polar Biology","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Benthic zone; Benthos; Oceanography; Spring (device); Arctic; Sediment; Biomass (ecology); Biology; Water column; Environmental science; Ecology; Geology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005556712,0.00006042929,0.0001086177,0.00005711299,0.00003661747,0.000002232986,0.0002332708,0.00006845951,0.0003093602],"category_scores_gemma":[0.0002093711,0.00004296318,0.00001061709,0.0001743395,0.0002642501,0.00002393618,0.00008424064,0.00007882448,0.00004401467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005565467,"about_ca_system_score_gemma":0.00002621375,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4133809,"about_ca_topic_score_gemma":0.9218141,"domain_scores_codex":[0.9992872,0.0001725199,0.0001033706,0.0001927463,0.00004004799,0.0002041279],"domain_scores_gemma":[0.9996306,0.00009520356,0.00003742007,0.0001759377,0.000009105028,0.00005173661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003883829,0.00002473878,0.997691,0.000007077245,0.000005332713,0.000001238307,0.0013207,0.000001035497,0.0001959483,0.0002895577,0.00001189498,0.0004475476],"study_design_scores_gemma":[0.00004495187,0.0000745638,0.9926401,0.000002615319,0.000008389283,0.000005407841,0.00004916539,0.00000493538,0.000151523,0.0009586013,0.006010292,0.00004945225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963235,0.00006648098,0.00002017346,0.002184032,0.00002645292,0.0001296206,0.000004577114,0.000002448098,0.001242711],"genre_scores_gemma":[0.9977131,0.00002423386,0.0002166056,0.00199285,0.00001128015,0.00001835771,0.000001809861,0.000002954996,0.00001881254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5084332,"threshold_uncertainty_score":0.5905254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03271768117208487,"score_gpt":0.2476335668142552,"score_spread":0.2149158856421703,"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."}}