{"id":"W7015079968","doi":"","title":"Sable Island - A Dune Adrift","year":2009,"lang":"en","type":"other","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shore; Sand dune stabilization; Dingo; Herd; Fence (mathematics)","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":["metaepi_narrow","bibliometrics","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002104179,0.001970121,0.002348688,0.02143312,0.001949998,0.0004050575,0.005941058,0.002270262,0.02127983],"category_scores_gemma":[0.0004195746,0.002466329,0.001148112,0.01304819,0.002287175,0.001016944,0.002444689,0.006350501,0.007632353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002817312,"about_ca_system_score_gemma":0.003549448,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01082877,"about_ca_topic_score_gemma":0.02066744,"domain_scores_codex":[0.9846177,0.002981106,0.0007079123,0.003251696,0.003955576,0.004486087],"domain_scores_gemma":[0.9909959,0.0004572431,0.001126821,0.003208954,0.001542076,0.002669042],"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":[0.001430784,0.001857118,0.0009510437,0.0002336213,0.001015701,0.007300453,0.0008187481,0.00004918156,0.0001147947,0.01153991,0.9729917,0.001696944],"study_design_scores_gemma":[0.0076913,0.0005264954,0.0006404438,0.001211445,0.0006378254,0.00007489765,0.0118125,0.0002465185,0.00001680922,0.0002127105,0.9745626,0.0023664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001842153,0.0006829789,0.000343094,0.0009753628,0.0004253477,0.002247766,0.01228479,0.002233908,0.9789646],"genre_scores_gemma":[0.002935732,0.001420071,0.002884739,0.00008666313,0.001478539,3.992216e-7,0.002125002,0.001784739,0.9872841],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01364748,"threshold_uncertainty_score":0.9994373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05431105678570179,"score_gpt":0.3045593755732033,"score_spread":0.2502483187875015,"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."}}