{"id":"W2226171382","doi":"","title":"Developing, Implementing, and Evaluating ICTs with Limited Resources","year":2006,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Business; Developing country; ICTS; Knowledge management; Computer science; Information and Communications Technology; Process management; Economic growth; World Wide Web; Economics","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":[0.0002741301,0.0001669388,0.0001572495,0.0005383348,0.0001659142,0.0001539146,0.000352547,0.00008132306,0.00003348015],"category_scores_gemma":[0.0002999382,0.0001427001,0.000008944498,0.000689052,0.0001506645,0.000200999,0.0001681456,0.0002541234,0.00000452358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000279316,"about_ca_system_score_gemma":0.0002117646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004215209,"about_ca_topic_score_gemma":0.0001586913,"domain_scores_codex":[0.9988408,0.00003057286,0.0001953453,0.000398789,0.0002384912,0.0002959839],"domain_scores_gemma":[0.9986418,0.0007257236,0.0001391855,0.0002638666,0.0001684436,0.00006091735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003741549,0.00002722285,0.01813963,0.00001266093,0.000009873826,0.000003322536,0.0002084772,8.892135e-7,0.0001138427,0.9685352,0.0006276409,0.01231752],"study_design_scores_gemma":[0.0003147166,0.0001960924,0.03359397,0.0001449758,0.0000143596,0.00006516309,0.00003115318,0.001432301,0.001427782,0.9554085,0.007043839,0.0003272174],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2296878,0.001314145,0.0526864,0.7110411,0.0007612861,0.0004881027,0.000006151752,0.001330239,0.002684753],"genre_scores_gemma":[0.8357061,0.00006564642,0.1635875,0.0001555758,0.0001528774,0.000109358,0.00001138653,0.000009456652,0.0002020878],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7108855,"threshold_uncertainty_score":0.5819139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04068756338920756,"score_gpt":0.3026372020544393,"score_spread":0.2619496386652318,"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."}}