{"id":"W2029745353","doi":"10.1016/j.ecolind.2014.12.029","title":"An evaluation framework based on sustainability-related indicators for the comparison of conceptual approaches for ecological networks","year":2015,"lang":"en","type":"article","venue":"Ecological Indicators","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Environmental resource management; Sustainability; Ecological network; Habitat; Ecology; Conceptual framework; Biodiversity; Conceptual model; Thematic map; Computer science; Geography; Environmental science; Ecosystem; Cartography","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003338812,0.0002148664,0.0004047013,0.00007472234,0.000329125,0.00003323914,0.0006350535,0.0005536597,0.001237406],"category_scores_gemma":[0.001050511,0.000120772,0.0001508963,0.0005181591,0.0004065332,0.0001115676,0.00009032906,0.0002818946,0.00001770244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004073936,"about_ca_system_score_gemma":0.00008574441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001614545,"about_ca_topic_score_gemma":0.00006691406,"domain_scores_codex":[0.9975485,0.0004414415,0.0005598406,0.0005170777,0.0004691863,0.0004639451],"domain_scores_gemma":[0.9966055,0.002283063,0.0004227431,0.0003946622,0.00003952341,0.0002545032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002616713,0.001469983,0.4635605,0.00001641465,0.00003621637,3.779667e-7,0.001068386,0.522307,6.399093e-7,0.002241028,0.0007230522,0.008314714],"study_design_scores_gemma":[0.001004477,0.00249456,0.2301608,0.000006644065,0.0001028445,2.230704e-7,0.003411238,0.7538772,0.00004701825,0.007088196,0.001610933,0.0001958463],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884635,0.00005634905,0.007194942,0.0005945429,0.0002642736,0.002900803,0.00001768195,0.00005996068,0.0004479479],"genre_scores_gemma":[0.9977453,0.000001209612,0.0007285809,0.0003042977,0.00008168886,0.001033654,0.00008537111,0.0000142827,0.000005621669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2333996,"threshold_uncertainty_score":0.9996756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06999373733564783,"score_gpt":0.322609336032844,"score_spread":0.2526155986971961,"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."}}