{"id":"W2158991829","doi":"10.1109/tpc.2009.2035573","title":"Culture, Communication, and ICT for Development: A Caribbean Study","year":2009,"lang":"en","type":"article","venue":"IEEE Transactions on Professional Communication","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Concordia University","keywords":"Information and Communications Technology; Knowledge management; Work (physics); Professional communication; Process (computing); Service (business); Business; Public relations; Sociology; Engineering; Computer science; Political science; Marketing; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004855797,0.0004582275,0.000494145,0.001862964,0.0130234,0.004796548,0.000687305,0.0008582952,0.003122278],"category_scores_gemma":[0.008678902,0.0003860031,0.0001930673,0.003226319,0.00428173,0.003168525,0.006080493,0.002317914,0.0002342863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007072221,"about_ca_system_score_gemma":0.00846869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1800271,"about_ca_topic_score_gemma":0.3059769,"domain_scores_codex":[0.9972904,0.001824648,0.00007647306,0.0001208612,0.0002029983,0.0004846165],"domain_scores_gemma":[0.9953884,0.002477748,0.0005116505,0.0002023188,0.0006792909,0.0007405571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006457851,0.0002516638,0.01930903,0.0001455086,0.00001094033,0.00170053,0.9526937,0.00003960638,0.0007185604,0.005233509,0.0008052827,0.01902701],"study_design_scores_gemma":[0.00001455728,0.0001258619,0.01709271,0.0002326769,0.00001960359,0.0005128031,0.9624194,0.0001062178,0.0002004422,0.0006532603,0.01860198,0.00002050892],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810228,0.001057812,0.0002490327,0.001718367,0.00001059866,0.0000740413,0.00003468321,0.000002503574,0.01583015],"genre_scores_gemma":[0.9945597,0.002384106,0.0003030513,0.0005062293,0.000006544241,0.0001197676,0.00001821934,0.000008751402,0.002093551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1800271,"threshold_uncertainty_score":0.3579584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04596314737609563,"score_gpt":0.365084448886531,"score_spread":0.3191213015104353,"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."}}