{"id":"W3008648373","doi":"","title":"COMMUNICATING DEVELOPMENT: EXAMINING THE TENSIONS BETWEEN EFFECTIVENESS AND ETHICS IN THE MARKETING STRATEGIES OF CANADIAN INTERNATIONAL DEVELOPMENT NGOS","year":2019,"lang":"en","type":"article","venue":"","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Public relations; Marketing; Political science; Business; Engineering ethics; Sociology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006195015,0.0001086342,0.0001369334,0.0003744297,0.0003906344,0.000228118,0.0004294518,0.00006711722,0.0000925226],"category_scores_gemma":[0.0002136822,0.00007171914,0.00001152178,0.00036793,0.0000560152,0.0003244572,0.0002143861,0.0003216857,0.00003001634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007943254,"about_ca_system_score_gemma":0.0003469398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007557099,"about_ca_topic_score_gemma":0.02611369,"domain_scores_codex":[0.999025,0.0000902298,0.0003849977,0.0001424743,0.0001749905,0.0001823327],"domain_scores_gemma":[0.9985169,0.000996938,0.0001689762,0.0001594182,0.0001506591,0.000007110319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008388874,0.00001646483,0.9007053,0.000166941,0.00007873089,0.000001063309,0.0146531,0.00005166065,0.00008427861,0.05689276,0.0001046046,0.02723665],"study_design_scores_gemma":[0.0002197662,7.793894e-7,0.935008,0.0001208222,0.000003077743,5.479351e-7,0.02832907,0.0001404949,0.00002574957,0.0001387472,0.03591174,0.0001011909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.915689,0.000009212657,0.00003972398,0.001857866,0.0001067178,0.0002737034,3.562815e-7,0.00001240702,0.08201101],"genre_scores_gemma":[0.9969975,0.000003708836,0.001477791,0.001350144,0.0000405277,0.00002083049,0.00002592302,0.000008798127,0.00007475226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08193626,"threshold_uncertainty_score":0.9990517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07205537534527279,"score_gpt":0.2747290637005425,"score_spread":0.2026736883552697,"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."}}