{"id":"W2911469717","doi":"10.2139/ssrn.1762559","title":"The Impossibility of Community Standards","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Impossibility; Political science; Law","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":[0.02054463,0.0004515546,0.001847779,0.002506786,0.01077398,0.00979404,0.004371992,0.01032703,0.01841782],"category_scores_gemma":[0.1653806,0.001256221,0.001531292,0.002790519,0.01654545,0.02874728,0.01234768,0.01047425,0.003304369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002268681,"about_ca_system_score_gemma":0.004548938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004276949,"about_ca_topic_score_gemma":0.002920505,"domain_scores_codex":[0.9699591,0.01158222,0.001670317,0.005544678,0.008504628,0.00273891],"domain_scores_gemma":[0.7691761,0.117726,0.008411088,0.07514136,0.02309746,0.006448057],"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":[0.00002833651,0.00002770817,0.000531615,0.00003017338,0.000009711532,0.00004324958,0.0005008372,0.000506903,0.0001566211,0.9859207,0.003004797,0.009239291],"study_design_scores_gemma":[0.00002738504,0.00001443701,0.0002550888,0.00002574363,0.000008870414,0.0001110241,0.0003459971,0.003131581,0.0003685593,0.9875079,0.008186488,0.0000168336],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1433502,0.00100134,0.363868,0.0568503,0.0008614743,0.0003227141,0.0008736029,0.001336223,0.4315361],"genre_scores_gemma":[0.9512103,0.0002795863,0.03131852,0.001914418,0.0004155611,0.0003085768,0.0002875399,0.0002457305,0.01401973],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02054463,"threshold_uncertainty_score":0.1086517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587854917373482,"score_gpt":0.2467127919001768,"score_spread":0.230834242726442,"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."}}