{"id":"W2018285978","doi":"10.3354/meps09940","title":"Production and fate of kelp detritus","year":2012,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":473,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Army Research Office; Dalhousie University","keywords":"Kelp; Seagrass; Detritus; Kelp forest; Ecology; Productivity; Intertidal zone; Environmental science; Habitat; Oceanography; Fishery; Geography; Biology; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001866991,0.00009021813,0.0001652888,0.00006206532,0.00007142254,0.000008491621,0.00006787118,0.00007306554,0.0009861322],"category_scores_gemma":[0.00005995943,0.00007096051,0.00001656878,0.00009361204,0.000297518,0.0002526166,0.00006974102,0.0000742975,0.00002353607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001061782,"about_ca_system_score_gemma":0.00001185441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005526489,"about_ca_topic_score_gemma":0.005168058,"domain_scores_codex":[0.9993376,0.000054418,0.0001470162,0.0001386172,0.00005111321,0.0002712186],"domain_scores_gemma":[0.9997031,0.0000370612,0.00007579966,0.00009219081,0.00002834938,0.00006348029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009335983,0.00002099279,0.8716355,0.00003285587,0.00001456532,0.000002648607,0.00004465782,0.000001419579,0.0000129552,0.0001635913,0.0001429652,0.1278345],"study_design_scores_gemma":[0.00008042181,0.0003094921,0.9848615,0.000002253642,0.00001186802,0.0002179199,0.00006152861,0.00001249365,0.000554027,0.0003903047,0.01341492,0.00008327077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911317,0.0004706778,2.16247e-7,0.0004861856,0.0005343876,0.0001355944,0.00001268119,0.00003010861,0.007198447],"genre_scores_gemma":[0.9964859,0.0001652348,0.0006553365,0.00003501556,0.0001466237,0.000003498228,0.00008719537,0.000001816653,0.002419325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1277512,"threshold_uncertainty_score":0.9999271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018048941074896,"score_gpt":0.2015294094421031,"score_spread":0.1913489200313541,"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."}}