{"id":"W1974029383","doi":"10.1177/1049732315580556","title":"Opportunities and Constraints in Disseminating Qualitative Research in Web 2.0 Virtual Environments","year":2015,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Focus Groups and Qualitative Methods","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Thompson Rivers University","funders":"Centers for Disease Control and Prevention; Canadian Foundation for Healthcare Improvement","keywords":"Dissemination; Social media; Qualitative research; Information Dissemination; Knowledge management; Internet privacy; Web 2.0; Public relations; Digital media; World Wide Web; Computer science; The Internet; Business; Sociology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3036221,0.0002290386,0.0006240399,0.001741191,0.001037903,0.0001550978,0.0004387012,0.0002090056,0.0001014315],"category_scores_gemma":[0.02331837,0.0002295867,0.00004101627,0.002257577,0.009931711,0.0005786081,0.00030251,0.00196691,0.00005989278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001982541,"about_ca_system_score_gemma":0.003052094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01607411,"about_ca_topic_score_gemma":0.01235069,"domain_scores_codex":[0.837402,0.1550668,0.00108201,0.0008003413,0.003513062,0.002135766],"domain_scores_gemma":[0.9602752,0.03753602,0.0001855432,0.0002702817,0.0006305269,0.001102478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008359496,0.0001440157,0.0003077606,0.00005085125,0.000005995465,0.00002439907,0.608754,7.736101e-7,0.00002943468,0.3590087,0.0007808394,0.03080964],"study_design_scores_gemma":[0.0009965387,0.0008412694,0.0006880707,0.0003321501,5.290357e-7,6.729421e-7,0.9030068,0.00005453723,0.00001375293,0.0737653,0.02009948,0.0002008853],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8738592,0.003390961,0.0005820683,0.05550455,0.0001933309,0.002448086,0.000142218,0.0000417277,0.06383783],"genre_scores_gemma":[0.9882203,0.001532247,0.004448283,0.0001979869,0.0001029668,0.0003507926,0.00001951284,0.00003550904,0.005092372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2942528,"threshold_uncertainty_score":0.9927627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8857985276696367,"score_gpt":0.7284157913795919,"score_spread":0.1573827362900448,"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."}}