{"id":"W3212927342","doi":"10.1177/10778012211038972","title":"Whose Knowledge Is Under the Lens? A Contribution to the Debate Sparked by Clark and Walker's 2011 <i>Research Ethics in Victimization Studies: Widening the Lens</i>","year":2021,"lang":"en","type":"article","venue":"Violence Against Women","topic":"Gender, Security, and Conflict","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Saint Mary's University","funders":"Social Sciences and Humanities Research Council of Canada; University of Guelph","keywords":"Lens (geology); Through-the-lens metering; Poison control; Criminology; Psychology; Optometry; Medicine; Medical emergency; Physics; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.06327944,0.001231263,0.002776264,0.004087113,0.0228762,0.03733869,0.008437078,0.04237526,0.003261674],"category_scores_gemma":[0.1121487,0.0009799458,0.001575268,0.005106234,0.113166,0.04544137,0.01742932,0.05015178,0.0008020194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0185599,"about_ca_system_score_gemma":0.0384047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02305168,"about_ca_topic_score_gemma":0.04874925,"domain_scores_codex":[0.9113532,0.06859113,0.002980789,0.004233534,0.00904254,0.003798748],"domain_scores_gemma":[0.7359193,0.2219738,0.008580385,0.003063061,0.02163739,0.008826029],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005215205,0.00004016209,0.0004724141,0.001067406,0.00003785602,0.001126632,0.1892323,0.0001362129,0.0002647185,0.4975208,0.2958104,0.01423891],"study_design_scores_gemma":[0.00002974543,0.00003613956,0.0004503746,0.004768095,0.00003362969,0.0007268723,0.2246639,0.0003314449,0.0003163437,0.251366,0.5171321,0.0001451931],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008571825,0.007981675,0.001181841,0.9779242,0.00926533,0.00001040478,0.00001055295,0.000009219531,0.002759627],"genre_scores_gemma":[0.1057979,0.0203216,0.005122065,0.8239532,0.04026993,0.0002004409,0.00002852985,0.0001659289,0.004140584],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9576247,"threshold_uncertainty_score":0.3346576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1007808303335472,"score_gpt":0.3892737280213228,"score_spread":0.2884928976877755,"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."}}