{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001985123,0.0002101382,0.0002714389,0.0005363467,0.0004950183,0.001056214,0.0002610808,0.0002431582,0.00184599],"category_scores_gemma":[0.001377134,0.0001914107,0.0001522505,0.0005602655,0.0004643788,0.0005326317,0.0006026358,0.0002750574,0.0001941324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000810209,"about_ca_system_score_gemma":0.0005741122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1672064,"about_ca_topic_score_gemma":0.326098,"domain_scores_codex":[0.9998533,0.00001728995,0.00001160332,0.00003988966,0.00002811493,0.00004982523],"domain_scores_gemma":[0.9991778,0.0001268124,0.0003122271,0.0000372445,0.0001335111,0.0002125078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001122712,0.00002445343,0.9865062,0.00002821959,0.00004104086,0.0001325237,0.0005913013,0.0001501519,0.009643809,0.00003736742,0.00007517176,0.002657628],"study_design_scores_gemma":[3.097519e-7,0.00000839624,0.9995838,0.000002044597,0.000003332784,0.00001071207,0.0002215944,0.00006596934,0.00005890787,0.000005434022,0.00003836635,0.000001091242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992461,0.0001182031,0.00006652497,0.00001406192,7.968407e-7,0.000004100566,0.00005593551,0.000002708975,0.0004914494],"genre_scores_gemma":[0.9994035,0.00007298401,0.00007968819,0.00000852772,9.223156e-7,0.000003114805,0.00007117995,0.000002370616,0.0003577516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1672064,"threshold_uncertainty_score":0.3324662,"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."}}