{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027643,0.000280401,0.0002066669,0.0005003655,0.0003435035,0.0008050032,0.0003174658,0.0003029483,0.0009822522],"category_scores_gemma":[0.0003185527,0.0001609787,0.0002338155,0.0004044115,0.0002389152,0.000509779,0.0003637442,0.0003435901,0.0008495479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005682998,"about_ca_system_score_gemma":0.0002934017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00271216,"about_ca_topic_score_gemma":0.002486488,"domain_scores_codex":[0.9998317,0.00001364017,0.000006885625,0.00005475762,0.00005582047,0.00003721248],"domain_scores_gemma":[0.9997544,0.00003328215,0.00007063471,0.00001733545,0.00007783524,0.00004654799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001388727,0.0002134254,0.3808285,0.0007226235,0.0001812683,0.002314552,0.0005124818,0.005561437,0.4708273,0.002843796,0.001494263,0.1331116],"study_design_scores_gemma":[0.00002902681,0.0007077213,0.87105,0.0001367973,0.00006650522,0.001593621,0.00097102,0.01234583,0.094002,0.002368325,0.01667124,0.00005790717],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886256,0.005707531,0.001223771,0.00007825699,0.00002328163,0.00001583254,0.001109861,0.00001695454,0.003198871],"genre_scores_gemma":[0.989983,0.004189583,0.0007954412,0.00004031186,0.0000180721,0.00002101821,0.001315841,0.00001628194,0.003620443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00271216,"threshold_uncertainty_score":0.005392671,"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."}}