{"id":"W2775645283","doi":"10.1016/j.cosust.2017.09.005","title":"Interconnected place-based social–ecological research can inform global sustainability","year":2017,"lang":"en","type":"article","venue":"Current Opinion in Environmental Sustainability","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":167,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canmore Museum and Geoscience Centre","funders":"Office of Experimental Program to Stimulate Competitive Research; Consejo Nacional de Ciencia y Tecnología; National Science Foundation","keywords":"Sustainability; Mainstream; Corporate governance; Transferability; Sustainability science; Social sustainability; Environmental resource management; Political science; Scale (ratio); Conceptual framework; Management science; Business; Environmental planning; Process management; Ecology; Sociology; Computer science; Engineering; Geography; Social science; Economics","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":[0.003147131,0.0007184134,0.000654716,0.003687481,0.001513406,0.005503376,0.001512413,0.002680615,0.02499469],"category_scores_gemma":[0.005726781,0.0001937445,0.0007000651,0.004168565,0.01002143,0.02341394,0.009080634,0.002342312,0.001113465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001686235,"about_ca_system_score_gemma":0.00141104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003324228,"about_ca_topic_score_gemma":0.009434672,"domain_scores_codex":[0.9990583,0.00039685,0.00003814805,0.000228964,0.0001582807,0.0001195103],"domain_scores_gemma":[0.9951636,0.002542272,0.0006176447,0.0007387865,0.0004701657,0.0004676608],"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":[0.0001100388,0.0001880126,0.02342805,0.001347605,0.0002961111,0.0003851529,0.01586497,0.002892466,0.001679805,0.6270828,0.009075038,0.31765],"study_design_scores_gemma":[0.00001444335,0.00008556271,0.02761735,0.0007844988,0.00009760141,0.0001109823,0.04654844,0.001334722,0.000417682,0.7752753,0.1476666,0.00004670781],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2478746,0.04601787,0.08003,0.1368144,0.005478286,0.0001533539,0.001425783,0.0001882976,0.4820175],"genre_scores_gemma":[0.9648242,0.01920172,0.006460831,0.002330031,0.0009276481,0.00007466888,0.0003470722,0.0000344295,0.005799506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02499469,"threshold_uncertainty_score":0.0836156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05500821704355913,"score_gpt":0.4015072524128215,"score_spread":0.3464990353692624,"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."}}