{"id":"W4304620174","doi":"10.1177/08912416221129880","title":"The Moral Discourse of Free Speech: A Virtual Ethnographic Study","year":2022,"lang":"en","type":"article","venue":"Journal of Contemporary Ethnography","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Authoritarianism; Censorship; Free speech; Sociology; Subjectivity; Ethnography; Social media; Politics; Framing (construction); Media studies; Democracy; Social psychology; Political science; Psychology; Law; 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":[0.01006288,0.0006649382,0.0007679811,0.002644511,0.01128897,0.007704497,0.001608651,0.001949279,0.003191313],"category_scores_gemma":[0.01755694,0.0006020686,0.0003478172,0.001976025,0.01351913,0.009242217,0.009005114,0.003732556,0.0005927939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002457356,"about_ca_system_score_gemma":0.002176671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004066251,"about_ca_topic_score_gemma":0.00776231,"domain_scores_codex":[0.9863877,0.01129147,0.0002617055,0.0005812789,0.0005738322,0.0009039562],"domain_scores_gemma":[0.9747311,0.02102952,0.001124258,0.0008043007,0.0007668801,0.001543917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000171515,0.00005620619,0.001516392,0.00004874076,0.000002454566,0.0003121448,0.992733,0.00001992609,0.0003038136,0.001652259,0.0004097517,0.002928169],"study_design_scores_gemma":[0.000004420122,0.00004211961,0.001438538,0.0001301575,0.000003234333,0.0001895219,0.984901,0.0001067182,0.000161794,0.0005602739,0.01245066,0.0000116556],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826968,0.000783319,0.002896998,0.001387103,0.0001088047,0.0001859439,0.0001133984,0.00002286699,0.01180478],"genre_scores_gemma":[0.9943948,0.000788782,0.00104327,0.0005189398,0.00006352041,0.000244522,0.00007147085,0.00004616507,0.002828454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01128897,"threshold_uncertainty_score":0.05321831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03460931173041316,"score_gpt":0.2765112040303839,"score_spread":0.2419018922999707,"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."}}