{"id":"W2137670480","doi":"10.1111/j.1365-2656.2006.01036.x","title":"Understanding ecosystem dynamics for conservation of biota","year":2006,"lang":"en","type":"article","venue":"Journal of Animal Ecology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Francis Crick Institute","keywords":"Biota; Ecosystem; Ecology; Disturbance (geology); Biodiversity; Ecosystem engineer; Biology; Environmental science","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":[],"consensus_categories":[],"category_scores_codex":[0.00125576,0.001031606,0.0008863592,0.001590307,0.001162293,0.005030487,0.001425346,0.002248249,0.007971657],"category_scores_gemma":[0.00411111,0.0003494787,0.0005878813,0.00189107,0.004499772,0.01154045,0.002548981,0.003373658,0.001406873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003884847,"about_ca_system_score_gemma":0.002993923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01413956,"about_ca_topic_score_gemma":0.008116037,"domain_scores_codex":[0.9995952,0.0001525121,0.00002115776,0.00009252434,0.00009502747,0.00004357713],"domain_scores_gemma":[0.9984772,0.0006556455,0.0002912321,0.0001514404,0.000269486,0.000154956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001928216,0.00005123378,0.006445218,0.001104118,0.0001181008,0.0001415307,0.0009313308,0.03352501,0.001380838,0.7989659,0.03934324,0.1179742],"study_design_scores_gemma":[0.000002831519,0.00001013992,0.002460116,0.0004280182,0.00002072729,0.0000677014,0.000586229,0.01562985,0.0001252813,0.90775,0.07289353,0.0000256044],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03980144,0.199744,0.3214784,0.2897563,0.003870548,0.0002942667,0.002513786,0.0009063007,0.1416351],"genre_scores_gemma":[0.6689285,0.2004263,0.09728951,0.01069222,0.003346912,0.0003705272,0.001515408,0.0002687757,0.01716178],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01413956,"threshold_uncertainty_score":0.02818668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03409284859738693,"score_gpt":0.2509945076548982,"score_spread":0.2169016590575112,"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."}}