{"id":"W2011924848","doi":"10.1007/s10230-011-0161-5","title":"Ecological Restoration of Novel Lake Districts: New Approaches for New Landscapes","year":2011,"lang":"en","type":"article","venue":"Mine Water and the Environment","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Restoration ecology; Wetland; Sustainability; Environmental restoration; Ecosystem; Water quality; Environmental resource management; Habitat; Aquatic ecosystem; Environmental science; Scope (computer science); Environmental planning; Ecology; Geography","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":[0.0007926619,0.0002544787,0.0003223047,0.0008823696,0.002672175,0.003023415,0.001552372,0.0008302769,0.0131885],"category_scores_gemma":[0.001766185,0.0002008272,0.0004620236,0.0008467049,0.002110717,0.002740454,0.003372461,0.0009751391,0.0005675905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001382018,"about_ca_system_score_gemma":0.003569332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00471332,"about_ca_topic_score_gemma":0.05820478,"domain_scores_codex":[0.999438,0.0002727249,0.00002049783,0.00007515601,0.0000918424,0.0001017072],"domain_scores_gemma":[0.9993212,0.00009000894,0.00007236686,0.0001714245,0.0001178352,0.0002272238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002137828,0.0009576547,0.02153553,0.0006125647,0.00009733224,0.0005550914,0.007311586,0.01864892,0.009187454,0.0835806,0.02048754,0.8368118],"study_design_scores_gemma":[0.0004028061,0.001437504,0.1176946,0.000601791,0.0003631142,0.002718489,0.04694358,0.04718622,0.006340684,0.1867796,0.5892597,0.0002719151],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5362476,0.004906337,0.2925718,0.0330259,0.0007618056,0.0008532137,0.0004880911,0.001438815,0.1297065],"genre_scores_gemma":[0.8512454,0.001424057,0.1250866,0.0009499294,0.0001973817,0.0003376771,0.0001650527,0.0001200723,0.02047387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0131885,"threshold_uncertainty_score":0.04411995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05488355736643101,"score_gpt":0.1928841135662761,"score_spread":0.1380005561998451,"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."}}