{"id":"W2164141598","doi":"10.1672/25","title":"Reviews","year":2005,"lang":"en","type":"article","venue":"Wetlands","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Landscape ecology; Geography; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004498186,0.001058231,0.0006385734,0.001425469,0.0006275782,0.001716129,0.001118838,0.001362485,0.2304941],"category_scores_gemma":[0.001057539,0.0002978559,0.0003782383,0.00145731,0.0005508155,0.001411839,0.00131976,0.001382511,0.1961623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007351429,"about_ca_system_score_gemma":0.00149237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002530695,"about_ca_topic_score_gemma":0.005119812,"domain_scores_codex":[0.999684,0.00003157667,0.00001595029,0.00006116133,0.0001570189,0.00005021934],"domain_scores_gemma":[0.9994938,0.00005759771,0.00003603414,0.00007207462,0.0002375109,0.0001029824],"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":[0.00003581644,0.00002593919,0.00006475945,0.0006359834,0.000007604937,0.00004250959,0.00002621503,0.00002770101,0.00118224,0.001855395,0.6924233,0.3036724],"study_design_scores_gemma":[0.000001475719,0.000004136019,0.0000634532,0.00007426677,0.000002565853,0.00002892788,0.000006878133,0.000002634651,0.00009427244,0.0001570145,0.9995633,0.000001061476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009274469,0.3478913,0.002200172,0.01209817,0.03870418,0.0001355197,0.001076732,0.0009165283,0.5960498],"genre_scores_gemma":[0.003952077,0.1973205,0.001318189,0.004883011,0.007258972,0.00009076259,0.001264733,0.0001739865,0.7837378],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.769506,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03012268902622658,"score_gpt":0.2919571223625996,"score_spread":0.261834433336373,"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."}}