{"id":"W4313645938","doi":"10.18280/ijsdp.170801","title":"A Method for Social Entrepreneurs to Develop Value Propositions for Sustainable Development","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University at Buffalo; Tata Consultancy Services; University of Oklahoma","keywords":"Framing (construction); Sustainable development; Dilemma; Value (mathematics); Construct (python library); Wicked problem; Management science; Sustainability; Computer science; Environmental economics; Business; Economics; Political science; Engineering; Mathematics; Civil engineering; Management","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":[],"consensus_categories":[],"category_scores_codex":[0.02353512,0.001591555,0.0006160438,0.005964348,0.002885545,0.005665719,0.002129133,0.001618754,0.0239849],"category_scores_gemma":[0.04281753,0.0008301486,0.001704227,0.003939454,0.004980164,0.007500514,0.006051743,0.00370536,0.004105735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002758449,"about_ca_system_score_gemma":0.005520381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001733308,"about_ca_topic_score_gemma":0.003653842,"domain_scores_codex":[0.9852768,0.0111615,0.0008105959,0.0008638101,0.001641699,0.0002456692],"domain_scores_gemma":[0.9578772,0.03319917,0.001069552,0.003621051,0.003584707,0.000648214],"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":[0.00008924169,0.0002881582,0.0009540853,0.0004987899,0.00004160959,0.0004225739,0.01970827,0.002796529,0.00157332,0.7738746,0.01099239,0.1887604],"study_design_scores_gemma":[0.0001420132,0.0001387837,0.0005101667,0.0005175467,0.00003017278,0.0004642289,0.00975245,0.03399004,0.00224493,0.7658642,0.1862493,0.00009617682],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003134774,0.00006685271,0.9733834,0.001344343,0.0001137335,0.001554234,0.0003189084,0.0006409257,0.01944292],"genre_scores_gemma":[0.01793228,0.00005523558,0.976474,0.0000868647,0.00001415788,0.001964991,0.0001879788,0.00007925694,0.003205278],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0239849,"threshold_uncertainty_score":0.1244671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02152821098579375,"score_gpt":0.2908939827066482,"score_spread":0.2693657717208544,"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."}}