{"id":"W2043541921","doi":"10.1016/j.marpolbul.2004.01.007","title":"Benthic changes during 10 years of organic enrichment by McMurdo Station, Antarctica","year":2004,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":105,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Museum of Nature","funders":"Trent University; National Science Foundation","keywords":"Benthic zone; Polychaete; Benthos; Oceanography; Outfall; Benthic habitat; Environmental science; Ecology; Geology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003448565,0.0003817216,0.0003526013,0.001613153,0.001301935,0.0008497892,0.0004508415,0.0008089658,0.001609734],"category_scores_gemma":[0.0006697733,0.0002750283,0.0004168917,0.00171956,0.0004713158,0.0004833005,0.001040109,0.0003712453,0.0004436004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0014836,"about_ca_system_score_gemma":0.0007583575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1611653,"about_ca_topic_score_gemma":0.3493901,"domain_scores_codex":[0.9998247,0.00001896017,0.00001956358,0.00003817592,0.00003694003,0.00006166811],"domain_scores_gemma":[0.9994463,0.00004622016,0.0001924435,0.00002580751,0.0001477334,0.0001414929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006008967,0.00005791564,0.9922294,0.00004773624,0.0001587669,0.00030886,0.0008415898,0.0001249943,0.002503872,0.00001836297,0.0004231778,0.002684332],"study_design_scores_gemma":[0.000001722034,0.00001787272,0.9994286,0.000003115929,0.00001207122,0.00002237527,0.0001821007,0.00001234538,0.0000511699,0.000001367237,0.0002658402,0.000001529288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998044,0.000172387,0.00001641658,0.00003592371,0.000007967818,0.000006725193,0.001067248,0.000003275085,0.0006460746],"genre_scores_gemma":[0.9968444,0.0002317653,0.0000711297,0.00006240288,0.00001725759,0.00001386668,0.001836065,0.000003105194,0.0009201099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1611653,"threshold_uncertainty_score":0.3204544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007756841956148381,"score_gpt":0.212116423600855,"score_spread":0.2043595816447066,"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."}}