{"id":"W2303619531","doi":"","title":"Shorebird Staging Areas","year":2009,"lang":"en","type":"article","venue":"downloadable data","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Marine spatial planning; Environmental resource management; Marine protected area; Marine conservation; Environmental planning; Cartography; Environmental science; Ecology; Habitat","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001901048,0.0003917547,0.0002385497,0.004821775,0.001389746,0.0006409736,0.0006164957,0.0001488494,0.05538285],"category_scores_gemma":[0.0005701173,0.0001542077,0.0002893887,0.004290458,0.0002732388,0.0002125898,0.0005685093,0.000276224,0.01063012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00185107,"about_ca_system_score_gemma":0.002425105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6151896,"about_ca_topic_score_gemma":0.8970801,"domain_scores_codex":[0.9997131,0.00002049114,0.0000231524,0.00005344723,0.0001039722,0.00008582689],"domain_scores_gemma":[0.9994509,0.00001862394,0.00007939135,0.00003339367,0.0003154874,0.0001022165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002818618,0.00008576819,0.448013,0.0007300185,0.0001031411,0.0004673582,0.003117645,0.001332517,0.003503337,0.004672586,0.3107957,0.2268971],"study_design_scores_gemma":[0.00001141452,0.00002276904,0.7919093,0.0001309708,0.00002128872,0.0001868756,0.001473264,0.0002991819,0.0003229339,0.0001684907,0.2054362,0.00001723661],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.2505992,0.001966628,0.001739649,0.0003336561,0.0001931024,0.0008033902,0.3327641,0.0006156086,0.4109847],"genre_scores_gemma":[0.4673951,0.00225766,0.008305933,0.0002538033,0.00006350863,0.0008256246,0.2724538,0.0002483558,0.2481962],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.6151896,"threshold_uncertainty_score":0.7741534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03169548760863903,"score_gpt":0.2337898988477531,"score_spread":0.2020944112391141,"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."}}