{"id":"W2113866902","doi":"10.1177/1049732303259842","title":"Ethical Dilemmas in Research on Internet Communities","year":2004,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Focus Groups and Qualitative Methods","field":"Social Sciences","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Ontario","funders":"","keywords":"Beneficence; The Internet; Autonomy; Harm; Economic Justice; Research ethics; Ethical issues; Engineering ethics; Internet research; Public relations; Psychology; Internet privacy; Sociology; Political science; Social psychology; Law; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["research_integrity"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch","research_integrity"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5979444,0.001332275,0.00257472,0.005080384,0.02956383,0.02598498,0.006584196,0.0214674,0.003411073],"category_scores_gemma":[0.5093916,0.001993784,0.002067901,0.00484692,0.1505069,0.02613132,0.02547884,0.02061453,0.0008243019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01024034,"about_ca_system_score_gemma":0.04076384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00190593,"about_ca_topic_score_gemma":0.002919466,"domain_scores_codex":[0.1782677,0.781514,0.01069937,0.007508531,0.0189671,0.003043309],"domain_scores_gemma":[0.185203,0.7545873,0.01531378,0.02237894,0.01528424,0.007232743],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008764699,0.0001367172,0.001458748,0.0008078606,0.0001139973,0.001140505,0.3775004,0.0005368773,0.0003383618,0.5662447,0.009755566,0.0418787],"study_design_scores_gemma":[0.000169985,0.0001549733,0.000431865,0.003504296,0.00005200071,0.001066541,0.165814,0.0009775244,0.0005588072,0.7444328,0.08274739,0.00008986631],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07142733,0.02053354,0.2260811,0.592956,0.006646271,0.005106754,0.00009674299,0.0002081741,0.07694401],"genre_scores_gemma":[0.5904473,0.00925219,0.2697724,0.1035236,0.003638283,0.01599401,0.000064957,0.0001784173,0.007128833],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9785326,"threshold_uncertainty_score":0.4958062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.937739584532181,"score_gpt":0.7846211578711447,"score_spread":0.1531184266610363,"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."}}