{"id":"W2008415397","doi":"10.1162/inov_a_00112","title":"Lighting a Path in Pakistan (<i>Innovations Case Narrative</i>: Bareeze and CARE Foundation Pakistan)","year":2012,"lang":"en","type":"article","venue":"Innovations Technology Governance Globalization","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Foundation (evidence); Narrative; Path (computing); Medicine; Political science; Sociology; Computer science; Art; Literature; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.000418316,0.0002426154,0.0002140209,0.0005674142,0.0006656608,0.0001933435,0.0005580001,0.0002482337,0.000007804741],"category_scores_gemma":[0.0003002528,0.0002796923,0.0000181462,0.007301864,0.0002037579,0.001962388,0.0004238292,0.0003180796,0.000009127517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006200271,"about_ca_system_score_gemma":0.0001874392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002074433,"about_ca_topic_score_gemma":0.0005467928,"domain_scores_codex":[0.9981512,0.00008184467,0.0007002276,0.0003379711,0.0002708834,0.0004578395],"domain_scores_gemma":[0.997856,0.00007538605,0.0004441213,0.0007300526,0.0008617021,0.00003278238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000002031222,0.00005201051,0.05024787,0.0000278252,0.00001025256,0.00002489537,0.009354139,0.00003138366,0.0002096464,0.9253503,0.0001938065,0.01449581],"study_design_scores_gemma":[0.007414981,0.0006230646,0.3961971,0.002309314,0.00009181583,0.008681375,0.158008,0.02751018,0.01096425,0.1891219,0.1931724,0.005905653],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6047173,0.0008082341,0.3874428,0.003344374,0.0004952149,0.0004401677,0.00002363552,0.000626116,0.002102253],"genre_scores_gemma":[0.9526201,0.00006592449,0.04676093,0.0002740089,0.0000394037,0.0001122025,0.0000705228,0.00001741195,0.00003946706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7362284,"threshold_uncertainty_score":0.9999655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352347319806747,"score_gpt":0.2961705772699246,"score_spread":0.2826471040718572,"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."}}