{"id":"W2990146557","doi":"10.3354/meps13197","title":"Sea wrack delivery and accumulation on islands: factors that mediate marine nutrient permeability","year":2019,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tula Foundation; Simon Fraser University; University of Victoria; Raincoast Conservation Foundation; University of Waterloo","funders":"Hakai Institute; Natural Sciences and Engineering Research Council of Canada; Mitacs; Tula Foundation","keywords":"Zostera marina; Habitat; Seagrass; Biomass (ecology); Ecology; Biology; Environmental science; Oceanography","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005349173,0.0002592437,0.0003959134,0.0001474308,0.0002769957,0.00005299056,0.0002444255,0.000311476,0.0145785],"category_scores_gemma":[0.000118585,0.0001965993,0.00005662831,0.0001333629,0.0005565477,0.0003371777,0.0002987507,0.0003718743,0.0003779648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001668439,"about_ca_system_score_gemma":0.0000612831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003529448,"about_ca_topic_score_gemma":0.007353495,"domain_scores_codex":[0.9981292,0.000275894,0.0002480668,0.0005740634,0.0001833193,0.0005893894],"domain_scores_gemma":[0.998812,0.0005393795,0.0001145246,0.0003081354,0.0000723558,0.0001536359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007837567,0.00006490315,0.9935091,0.00006027254,0.00005392947,0.00001886296,0.0001354659,0.00002411486,0.000001127671,0.00007267278,0.0001082057,0.005167613],"study_design_scores_gemma":[0.0006066355,0.001302638,0.9937344,0.000003277086,0.00001466575,0.00002945058,0.0001585016,0.001051347,0.00006336698,0.001271223,0.001551189,0.0002133745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942011,0.00005200949,4.839181e-8,0.0007979602,0.0006760436,0.0006170024,0.00003222865,0.00008017042,0.00354343],"genre_scores_gemma":[0.9968265,0.0001914858,0.00006921189,0.000155393,0.00007202736,0.00001269123,0.000813083,0.000006524165,0.001853131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01420054,"threshold_uncertainty_score":0.9863223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02622316511945888,"score_gpt":0.2547908727744932,"score_spread":0.2285677076550344,"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."}}