{"id":"W4390840431","doi":"10.29173/cjfy30026","title":"A Discourse of Hate: A Content Analysis of Responses to Queer Representation in Online Social Media","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Queer; Ignorance; Lesbian; Transgender; Sexual orientation; Gender studies; Theme (computing); Representation (politics); Sociology; Rhetoric; Critical discourse analysis; Sexual identity; Public sphere; Identity (music); Social media; Heterosexism; Homosexuality; Queer theory; Human sexuality; Political science; Aesthetics; Law; Art; Politics; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005730189,0.0005129427,0.0004005005,0.004354476,0.00510847,0.003392412,0.0006013371,0.001194514,0.001809587],"category_scores_gemma":[0.02479488,0.0002962329,0.0002173215,0.00270433,0.004773593,0.003654601,0.003731502,0.001374468,0.0002389884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00251361,"about_ca_system_score_gemma":0.001368655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006037676,"about_ca_topic_score_gemma":0.007720268,"domain_scores_codex":[0.9935759,0.004680119,0.0002288066,0.0002837044,0.0007902186,0.0004412238],"domain_scores_gemma":[0.9646062,0.02889457,0.002981629,0.0006051795,0.002188495,0.0007240516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000518741,0.00002177703,0.00851905,0.0001220442,0.000005870415,0.0003284753,0.9814167,0.00002024603,0.002169569,0.0008216074,0.0004420417,0.0060808],"study_design_scores_gemma":[0.000002690964,0.00003211193,0.01359134,0.0001461781,0.000006623159,0.000212411,0.9750891,0.0001811911,0.0008796832,0.0002018688,0.009640571,0.00001617328],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991268,0.0002341937,0.001112457,0.001249149,0.00005241149,0.00008164109,0.0001658375,0.00002193793,0.005814254],"genre_scores_gemma":[0.9954867,0.0004603092,0.0007826938,0.0004413093,0.00006951061,0.0001269857,0.0001588086,0.00003658852,0.002436981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006037676,"threshold_uncertainty_score":0.03030455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03910219832605429,"score_gpt":0.3019829754625674,"score_spread":0.2628807771365131,"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."}}