{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00117162,0.0003995858,0.0003990354,0.0001045915,0.0007630183,0.0001465395,0.0008199578,0.0001265117,0.0004411967],"category_scores_gemma":[0.0001389244,0.0004213139,0.00005987213,0.0006815124,0.0001972795,0.001053031,0.0007798072,0.0002982898,0.0000430021],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004131327,"about_ca_system_score_gemma":0.0004499729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001525742,"about_ca_topic_score_gemma":0.0003386913,"domain_scores_codex":[0.9967046,0.0001431963,0.0005983574,0.0004778829,0.0005351544,0.001540823],"domain_scores_gemma":[0.9988822,0.0001038724,0.0001863746,0.0003352474,0.0001638814,0.0003284562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006320368,0.0009249483,0.01689474,0.001825656,0.00005896278,0.0002360255,0.935996,0.02781374,0.00004282496,0.006028794,0.001136364,0.008409912],"study_design_scores_gemma":[0.001065294,0.0001318307,0.004491136,0.00002379608,0.000005950138,0.000002492619,0.8282308,0.003899453,0.001123918,0.0008683232,0.1595667,0.0005902683],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847325,0.0001145374,0.006705784,0.0002539821,0.00003808884,0.001991913,0.000002712221,0.0001068036,0.006053698],"genre_scores_gemma":[0.9791846,0.00002156911,0.01364103,0.0008277229,0.00005716762,0.001189524,0.0001252515,0.00005785769,0.004895274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1584304,"threshold_uncertainty_score":0.9998239,"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."}}