{"id":"W2047903452","doi":"10.5751/es-06583-190304","title":"The role played by social-ecological resilience as a method of integration in interdisciplinary research","year":2014,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Ecology; Ecological resilience; Psychological resilience; Social ecology; Sociology; Ecological systems theory; Environmental resource management; Environmental ethics; Political science; Psychology; Ecosystem; Biology; Environmental science; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1360076,0.0007913603,0.001097664,0.006502929,0.003833469,0.01039884,0.002077321,0.002009032,0.004802988],"category_scores_gemma":[0.2053537,0.0009445128,0.001069727,0.005135592,0.02298395,0.0165915,0.01934353,0.002595392,0.0005751459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004895031,"about_ca_system_score_gemma":0.00527703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001100088,"about_ca_topic_score_gemma":0.001720765,"domain_scores_codex":[0.8386816,0.1408114,0.003872988,0.004052675,0.0114092,0.001172233],"domain_scores_gemma":[0.7047901,0.2266337,0.02149262,0.03278861,0.009950788,0.004344214],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004391555,0.0002963974,0.04304159,0.001462138,0.0008167383,0.0002484034,0.03616232,0.006383168,0.002800744,0.6015568,0.002945522,0.3038471],"study_design_scores_gemma":[0.0001251129,0.0003614317,0.01801568,0.001348989,0.0003265732,0.0005794513,0.01100605,0.01678203,0.002289979,0.9258265,0.02316254,0.0001755869],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2021831,0.01132924,0.6886808,0.02821523,0.0006814545,0.0008305795,0.0002133803,0.0003820012,0.06748414],"genre_scores_gemma":[0.8343348,0.001208733,0.1618773,0.0003523225,0.0001228042,0.0008721271,0.00003933638,0.00008720867,0.001105421],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8639925,"threshold_uncertainty_score":0.7192854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05505802923991841,"score_gpt":0.4796215114368381,"score_spread":0.4245634821969197,"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."}}