{"id":"W1673584689","doi":"10.1071/bt14119","title":"What makes a swamp swampy? Water regime and the botany of endangered wetlands in western Victoria","year":2014,"lang":"en","type":"article","venue":"Australian Journal of Botany","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ivanhoe Energy (Canada)","funders":"","keywords":"Swamp; Wetland; Biodiversity; Endangered species; Ecology; Marsh; Environmental science; Ecosystem; Vegetation (pathology); Species richness; Geography; Hydrology (agriculture); Biology; Habitat; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001233369,0.0001589796,0.0004328326,0.00005882878,0.00005409365,0.0000720465,0.0003041228,0.00010185,0.0004124864],"category_scores_gemma":[0.00004188059,0.00008524682,0.000102347,0.00009872415,0.0003538568,0.0004226848,0.00009301032,0.0002454293,0.00002239335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004862324,"about_ca_system_score_gemma":0.000007264608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007539838,"about_ca_topic_score_gemma":0.0008002491,"domain_scores_codex":[0.9984879,0.0001805172,0.0005647188,0.0001663163,0.0002645202,0.0003360089],"domain_scores_gemma":[0.999235,0.0001269491,0.0002817924,0.0002113943,0.00001826006,0.0001265941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006476526,0.00009649382,0.9452647,0.00001526529,0.00006674592,0.00008711479,0.00407567,0.00004043355,0.04442971,0.00006062072,0.002044452,0.003171145],"study_design_scores_gemma":[0.00600115,0.0005836324,0.9467466,0.0001602461,0.00007419627,0.0005317706,0.000583893,0.00006164093,0.005960589,0.002626764,0.03641207,0.000257455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994387,0.00007734885,0.00002701049,0.004594318,0.0004295403,0.00009772318,0.000001749941,0.000003586978,0.0003817216],"genre_scores_gemma":[0.9975578,0.0002759075,0.000142252,0.0001631962,0.0001480891,0.000002648528,6.048402e-7,0.00001099596,0.001698573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03846912,"threshold_uncertainty_score":0.4516437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010492515204403,"score_gpt":0.2298845618325714,"score_spread":0.2193920466281684,"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."}}