{"id":"W2081179575","doi":"10.5539/jsd.v3n4p58","title":"Representing Interventions from the Base of the Pyramid","year":2010,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pyramid (geometry); Psychological intervention; Causality (physics); Computer science; Base (topology); Work (physics); State (computer science); Business; Risk analysis (engineering); Operations research; Engineering; Psychology; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.001847536,0.0001047561,0.0001742838,0.0001458991,0.000385527,0.0001831894,0.0005608607,0.00004682573,0.0005266746],"category_scores_gemma":[0.0005271655,0.00006155262,0.0001686722,0.0003574303,0.00008191256,0.0005331319,0.0003673819,0.0003575765,0.0000202615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008692119,"about_ca_system_score_gemma":0.0003168048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001138276,"about_ca_topic_score_gemma":0.00004968653,"domain_scores_codex":[0.9985273,0.00001410604,0.0008605956,0.00009969338,0.0002863664,0.0002119298],"domain_scores_gemma":[0.9976628,0.00006978391,0.001124356,0.0002183002,0.000914451,0.00001032693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001669437,0.0008006772,0.4335246,0.0008110852,0.0009399213,0.0001397825,0.009821878,0.0002560814,0.004135817,0.3827509,0.1377784,0.02887387],"study_design_scores_gemma":[0.0007975726,0.000004499366,0.4385444,0.0001712429,0.00005120718,0.000007504711,0.02477308,0.00008434746,0.001590936,0.007668551,0.5261202,0.0001863772],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867534,0.00003369801,0.0002918848,0.006220316,0.001258149,0.0001893467,4.208864e-7,0.000008774982,0.005244005],"genre_scores_gemma":[0.9936351,0.000002159338,0.001350899,0.001276957,0.0004730765,0.000006513227,0.000003032735,0.0000117415,0.003240567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3883418,"threshold_uncertainty_score":0.5766717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01757476830037723,"score_gpt":0.2338173597931279,"score_spread":0.2162425914927506,"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."}}