{"id":"W4380790229","doi":"10.1177/02697580231179489","title":"Lessons from insiders: Embracing subjectivity as objectivity in victimology","year":2023,"lang":"en","type":"article","venue":"International Review of Victimology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Subjectivity; Victimology; Objectivity (philosophy); Poison control; Criminology; Human factors and ergonomics; Political science; Sociology; Psychology; Child abuse; Medical emergency; Medicine; Epistemology; Philosophy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009649923,0.0001220751,0.0004716303,0.0003385958,0.0001366971,0.00001754029,0.0004687699,0.0001965531,0.0009904071],"category_scores_gemma":[0.02693704,0.0001225063,0.0001510088,0.0008852142,0.0007046702,0.0002459148,0.0001962472,0.0005179192,0.0002225283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002593652,"about_ca_system_score_gemma":0.0006682622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0247521,"about_ca_topic_score_gemma":0.009720012,"domain_scores_codex":[0.9934445,0.004694819,0.0004749471,0.0003776444,0.0006273059,0.0003807536],"domain_scores_gemma":[0.9912181,0.007840286,0.0002354474,0.0002014057,0.0004130776,0.00009165323],"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":[0.0001550734,0.0004288849,0.05159572,0.001119682,0.0003299779,0.0002705524,0.02802354,0.00003662126,0.002600539,0.8089198,0.002708126,0.1038115],"study_design_scores_gemma":[0.0007286618,0.0001954575,0.1262294,0.003895747,0.00003004801,0.00001281063,0.007794796,0.0001942483,0.0007152763,0.7883686,0.07143497,0.0003999578],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5680773,0.007970884,0.002565426,0.210147,0.002457925,0.0008906031,0.0001062141,0.0001782781,0.2076063],"genre_scores_gemma":[0.952123,0.04412818,0.001349872,0.001702168,0.0002104302,0.00006980361,0.00003084212,0.00001465063,0.0003710577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3840457,"threshold_uncertainty_score":0.9999228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1736105510870526,"score_gpt":0.5775176517065561,"score_spread":0.4039071006195035,"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."}}