{"id":"W2342022309","doi":"10.1177/1464884915597159","title":"Triggering change – How investigative journalists in Sub-Saharan Africa contribute to solving problems in society","year":2015,"lang":"en","type":"article","venue":"Journalism","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton; University of Ottawa; Université Laval","funders":"Ministerie van Buitenlandse Zaken; Department for International Development","keywords":"Journalism; Action (physics); Government (linguistics); Publishing; Element (criminal law); Public relations; Political science; State (computer science); Sociology; Social science; Media studies; Law; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.003995893,0.0001225043,0.000286171,0.0001369455,0.0003265165,0.0001983113,0.0003979928,0.0001013372,0.000007256071],"category_scores_gemma":[0.001010045,0.0001129724,0.00008231949,0.0007901088,0.0001243642,0.0005030952,0.0001306354,0.0004881763,0.00001014629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006737974,"about_ca_system_score_gemma":0.0002032738,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002126397,"about_ca_topic_score_gemma":0.018036,"domain_scores_codex":[0.9979953,0.0004832376,0.0003243925,0.0001570689,0.0005349644,0.000505003],"domain_scores_gemma":[0.9988629,0.0001459297,0.0002248892,0.0001553079,0.0002191582,0.0003918647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002494431,0.0001416726,0.01534006,0.00002641712,0.00005681481,0.00003495082,0.9059639,0.0001167064,0.002064598,0.002011102,0.06661882,0.007600015],"study_design_scores_gemma":[0.002785141,0.000114995,0.03056458,0.001114052,0.00001770646,0.000007721493,0.04289546,0.0006410046,0.0001825691,0.01289114,0.9082386,0.0005469707],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6881514,0.02241694,0.0001513738,0.2836725,0.0008872563,0.001242716,0.00001054799,0.00005764673,0.003409585],"genre_scores_gemma":[0.9863611,0.01162254,0.0004417571,0.0007706793,0.0005274382,0.0001154103,0.000002285967,0.00001242889,0.0001462957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8630685,"threshold_uncertainty_score":0.9998823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1702543881501757,"score_gpt":0.3295466278931719,"score_spread":0.1592922397429962,"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."}}