{"id":"W2980407860","doi":"10.22215/etd/2018-13344","title":"Lessons from #GamerGate: Complicating virtual harm and reassessing frameworks for virtual harm assessment","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Harm; Operationalization; Harassment; Public relations; Internet privacy; Psychology; Sociology; Social psychology; Criminology; Political science; Computer science; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.067266,0.001970871,0.001439716,0.009964148,0.01810985,0.02946578,0.008951135,0.009318275,0.004205931],"category_scores_gemma":[0.07080922,0.001017334,0.001535259,0.003484207,0.160805,0.04621292,0.0319259,0.01710696,0.0006176626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0180103,"about_ca_system_score_gemma":0.01386732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0151638,"about_ca_topic_score_gemma":0.01817823,"domain_scores_codex":[0.9169395,0.06912413,0.00177724,0.003800974,0.005623889,0.002734263],"domain_scores_gemma":[0.9403285,0.04342799,0.003469535,0.005768767,0.004972186,0.002033019],"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":[0.00001346383,0.00002866201,0.001810881,0.000156424,0.00001196435,0.0002134237,0.1644097,0.000375518,0.00008914887,0.819839,0.001352626,0.0116993],"study_design_scores_gemma":[0.000009439572,0.00004070565,0.001112256,0.001278184,0.00002377897,0.0003690804,0.244535,0.00173982,0.000316735,0.6900982,0.0604252,0.00005167773],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1465035,0.01301125,0.3363324,0.2493724,0.001639548,0.0006953582,0.0001301104,0.0003701729,0.2519453],"genre_scores_gemma":[0.9427742,0.002313026,0.04034412,0.008448571,0.0002089188,0.0005468918,0.00004143684,0.0001368206,0.005186007],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.067266,"threshold_uncertainty_score":0.3557408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06810730311953682,"score_gpt":0.4516127755765248,"score_spread":0.383505472456988,"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."}}