{"id":"W7084126824","doi":"10.6084/m9.figshare.30000610","title":"Impacts of grey seal (<i>Halichoerus grypus</i>) on the plant cover of coastal sand dune ecosystem","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecosystem; Vegetation (pathology); Biomass (ecology); Productivity; Species richness; Disturbance (geology); Sand dune stabilization; Nutrient","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003176618,0.0002601269,0.0004076936,0.0001025505,0.00001470728,0.00001544001,0.0002598061,0.0002396254,0.0533974],"category_scores_gemma":[0.00008153572,0.0001888566,0.0001272163,0.0001241702,0.000006819602,0.00001866807,0.00008064514,0.0002406597,0.0002360964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003048704,"about_ca_system_score_gemma":0.00007875408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003788304,"about_ca_topic_score_gemma":0.0003867057,"domain_scores_codex":[0.9991535,0.00001682312,0.0002524859,0.000148003,0.0002185676,0.0002106406],"domain_scores_gemma":[0.9992571,0.0001295198,0.0001413243,0.0003777403,0.00003762513,0.00005665469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001279922,0.00001764664,0.000005444447,0.002134646,0.0001623161,0.0000125578,0.00005174584,0.0002003935,0.0002479913,0.00005518096,0.9970492,0.00005014636],"study_design_scores_gemma":[0.0003538141,0.00006119199,0.00009565811,0.0123952,0.00003402779,0.00000852485,0.00001779299,0.001009468,0.004329833,0.000005815506,0.9814146,0.0002740988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0002463876,0.0006109687,6.05022e-7,0.000006077409,0.0001493028,0.000277713,0.6764255,0.0000890615,0.3221944],"genre_scores_gemma":[0.6629906,0.000407618,0.0000392608,0.000157945,0.0006887208,0.0002277728,0.1994302,0.001061537,0.1349964],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.6627442,"threshold_uncertainty_score":0.9474679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505691808440419,"score_gpt":0.1995407397089463,"score_spread":0.1844838216245422,"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."}}