{"id":"W3082009412","doi":"10.1002/sd.2124","title":"Storytelling for sustainable development in rural communities: An alternative approach","year":2020,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada; Chettinad Academy of Research and Education","keywords":"Storytelling; Sustainability; Mainstream; Narrative; Natural resource; Sustainable development; Sociology; Natural resource management; Resource (disambiguation); Political science; Environmental resource management; Environmental planning; Geography; Economics; Ecology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01123657,0.0008525532,0.0005811133,0.004930652,0.002017706,0.009522418,0.002129473,0.002155445,0.007702481],"category_scores_gemma":[0.01395352,0.0002718369,0.0006864327,0.004405911,0.01278978,0.01061116,0.005279037,0.002813742,0.0004785057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007250175,"about_ca_system_score_gemma":0.00429002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005715118,"about_ca_topic_score_gemma":0.01003226,"domain_scores_codex":[0.9891477,0.009661022,0.000234293,0.0003398214,0.0004514054,0.0001658039],"domain_scores_gemma":[0.9648396,0.03038276,0.001801071,0.001134187,0.00140483,0.0004375328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007864675,0.00008157785,0.002219515,0.005864211,0.0000939551,0.0004644619,0.137472,0.001077016,0.000703159,0.7077484,0.006238977,0.1379582],"study_design_scores_gemma":[0.00005103968,0.0001301245,0.003384554,0.01113185,0.0001865672,0.0007966809,0.1357858,0.003247546,0.000863335,0.4114119,0.4329312,0.00007953426],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1078395,0.1797114,0.2719683,0.09053853,0.002269514,0.00129444,0.00111547,0.0004488731,0.344814],"genre_scores_gemma":[0.8529751,0.03479354,0.09410201,0.004669892,0.0003513923,0.001708461,0.0003576943,0.00007971616,0.01096208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01123657,"threshold_uncertainty_score":0.05942535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03155376209330323,"score_gpt":0.2428377978162695,"score_spread":0.2112840357229663,"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."}}