{"id":"W2122732631","doi":"10.1002/j.1681-4835.2003.tb00070.x","title":"E‐Publishing in Science and Healthcare: Alternative Models for Development","year":2003,"lang":"en","type":"article","venue":"The Electronic Journal of Information Systems in Developing Countries","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Latin Americans; SciELO; Publishing; Health care; Library science; Business model; Electronic library; Political science; Scientific publishing; Health science; Center (category theory); MEDLINE; Business; Medicine; Medical education; Computer science; Digital library; Marketing; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02666112,0.001484131,0.001604762,0.008331802,0.003252123,0.02387364,0.004488849,0.01243241,0.01405837],"category_scores_gemma":[0.05283482,0.0005496251,0.001241131,0.009604348,0.02998072,0.0283045,0.006982878,0.007283056,0.002449236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01487151,"about_ca_system_score_gemma":0.01039793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005723684,"about_ca_topic_score_gemma":0.005837002,"domain_scores_codex":[0.9547468,0.03592119,0.001146528,0.001571961,0.005535899,0.00107756],"domain_scores_gemma":[0.8990068,0.08366472,0.003436994,0.003267402,0.009018861,0.001605304],"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":[0.0000116653,0.00000831645,0.0000530395,0.0001442365,0.000007690073,0.00002819277,0.0003999968,0.0003209383,0.000004770219,0.9899913,0.005061518,0.003968331],"study_design_scores_gemma":[0.00002925167,0.00002363743,0.0001323509,0.0007394106,0.00001372877,0.00007235973,0.001738553,0.003119561,0.00003819983,0.9233221,0.07074714,0.00002379642],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003752684,0.03015476,0.04748583,0.7186523,0.006355594,0.000209703,0.0002491103,0.0001044951,0.1930355],"genre_scores_gemma":[0.745252,0.0761885,0.0607863,0.06332957,0.01637933,0.002264368,0.0002384913,0.0001860316,0.03537543],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9761264,"threshold_uncertainty_score":0.1409991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2611843664851838,"score_gpt":0.4703095811214601,"score_spread":0.2091252146362763,"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."}}