{"id":"W32176130","doi":"10.1097/mao.0000000000002574","title":"Key Elements of Social Innovation","year":2008,"lang":"en","type":"article","venue":"The open source business resource","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Business; Computer science; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00104416,0.00024608,0.0003533616,0.000377112,0.001310247,0.0001279907,0.001394282,0.0001970896,0.0001943442],"category_scores_gemma":[0.0001388386,0.0002005836,0.0000521433,0.004677333,0.0006029976,0.0005184924,0.001414608,0.0002306554,0.0001215684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000550674,"about_ca_system_score_gemma":0.00006906082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002183458,"about_ca_topic_score_gemma":0.00001806587,"domain_scores_codex":[0.9981321,0.0000337976,0.000691592,0.0003333128,0.0004391049,0.0003701232],"domain_scores_gemma":[0.9979994,0.00003576251,0.0007755345,0.0003428568,0.000841847,0.000004651437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005652768,0.0008611765,0.1018661,0.0003900774,0.0004247395,0.00003046076,0.007367602,0.0001330352,0.001816392,0.6646907,0.1360445,0.08580995],"study_design_scores_gemma":[0.0007860359,0.000004935622,0.1129187,0.00002332136,0.00002554572,0.000005501899,0.001442761,0.0001610171,0.0001347476,0.002789646,0.8814086,0.0002991777],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8338696,0.00002708081,0.005765652,0.003033742,0.0002064038,0.0008602113,0.000003187779,0.0002140047,0.1560201],"genre_scores_gemma":[0.9903436,0.000002056442,0.000444358,0.00349491,0.0005775581,0.00008553986,0.000090336,0.00004871801,0.004912976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7453641,"threshold_uncertainty_score":0.9999899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04061874890845971,"score_gpt":0.2523168334768511,"score_spread":0.2116980845683914,"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."}}