{"id":"W7039159641","doi":"","title":"Local Leadership, Global Impact: Community Foundations and the Sustainable Development Goals","year":2018,"lang":"en","type":"report","venue":"Issue Lab (Candid)","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainable development; Sustainable community; Local community; Frame (networking); Community development; Local Development; Quality (philosophy)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004865932,0.0004399789,0.0007014711,0.00009115064,0.001528489,0.0005765077,0.001617886,0.0004081121,0.0001038825],"category_scores_gemma":[0.0004745945,0.0002712948,0.0001606608,0.0006326786,0.0009651907,0.0004424114,0.001147314,0.0007104985,0.0001822523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001662632,"about_ca_system_score_gemma":0.003840163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01555834,"about_ca_topic_score_gemma":0.00183303,"domain_scores_codex":[0.9965659,0.0005738171,0.0006632901,0.0004923838,0.0009369483,0.0007676121],"domain_scores_gemma":[0.9963098,0.0003917262,0.0003850939,0.001694451,0.001020952,0.0001979949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003119188,0.0007095515,0.05804563,0.007350648,0.001676783,0.0001567774,0.04775458,0.000127654,8.143185e-7,0.008471156,0.6885536,0.1868408],"study_design_scores_gemma":[0.001495096,0.0001801591,0.02637814,0.0004255946,0.00008424472,0.000276115,0.003910001,0.000627729,0.00003256172,0.003120396,0.9627529,0.0007170227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.101924,0.03342596,0.494591,0.01698598,0.01270783,0.01089257,0.0002404926,0.0030069,0.3262252],"genre_scores_gemma":[0.9759437,0.0003870418,0.001551074,0.0003617701,0.0006378278,0.0001673102,0.00008903905,0.00003396023,0.02082827],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8740197,"threshold_uncertainty_score":0.999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04953689661564803,"score_gpt":0.3270550706466487,"score_spread":0.2775181740310007,"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."}}