{"id":"W4416094034","doi":"10.1080/14680777.2025.2585266","title":"Archiving digital activism against sexual violence: the challenges for ethical witnessing in research practice","year":2025,"lang":"en","type":"article","venue":"Feminist Media Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University","funders":"Social Sciences and Humanities Research Council of Canada; Ministerio de Ciencia e Innovación; Canada Research Chairs","keywords":"Research ethics; Political activism; Human sexuality; Politics; Best practice","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","sts"],"category_scores_codex":[0.04453117,0.0001399227,0.0003203183,0.000207293,0.002221541,0.0002697615,0.000513938,0.0002285769,0.000001167844],"category_scores_gemma":[0.2382701,0.00009816885,0.00005398762,0.0007178176,0.006477803,0.0002507426,0.0003964911,0.00219594,0.000004850914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002346235,"about_ca_system_score_gemma":0.001159785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001814122,"about_ca_topic_score_gemma":0.001829272,"domain_scores_codex":[0.991309,0.005830034,0.0003284248,0.0004366849,0.001276355,0.0008194849],"domain_scores_gemma":[0.8483521,0.1504824,0.00008411628,0.0002247388,0.0007605816,0.00009600459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009925516,0.00008209951,0.0002443196,0.0001796463,0.00008100254,0.000009279895,0.4258074,8.97341e-7,0.00002563457,0.2706851,0.0008761893,0.3019091],"study_design_scores_gemma":[0.000199103,0.00006400411,0.0006308855,0.0006032692,0.000007402958,2.47139e-7,0.7638347,0.00002550846,0.00001905228,0.157548,0.07696801,0.00009989735],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06599952,0.02701046,0.001519593,0.7325576,0.001329288,0.001783398,0.00004432779,0.0001090315,0.1696468],"genre_scores_gemma":[0.977339,0.01795128,0.002457599,0.0008132749,0.000566668,0.0004218881,0.000002097712,0.00001463202,0.0004335737],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9113395,"threshold_uncertainty_score":0.9990774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5859289265460979,"score_gpt":0.642912108444928,"score_spread":0.05698318189883012,"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."}}