{"id":"W7019206216","doi":"","title":"Freedom of Expression or Freedom From Hate: A Canadian Perspective","year":2018,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Expression (computer science); Freedom of expression; Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005300542,0.00137438,0.001741074,0.01131078,0.02537609,0.01625383,0.003961922,0.009370517,0.01480792],"category_scores_gemma":[0.01218973,0.0008651534,0.001079123,0.01179668,0.05416056,0.01075283,0.004093266,0.01297737,0.0007004808],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1772162,"about_ca_system_score_gemma":0.1601808,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9938732,"about_ca_topic_score_gemma":0.9937463,"domain_scores_codex":[0.9916344,0.001491658,0.000264316,0.001149783,0.002978458,0.002481352],"domain_scores_gemma":[0.9909893,0.002881697,0.0004071814,0.0002916676,0.004184659,0.001245464],"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":[0.00001150933,0.00001224636,0.0004387687,0.00003694777,0.000004722383,0.00004161263,0.003170524,0.0001733282,0.00003318328,0.980544,0.007939502,0.007593695],"study_design_scores_gemma":[0.00004171158,0.00003489307,0.01002845,0.00152532,0.00007213228,0.0002040118,0.02703468,0.001829992,0.0002653702,0.507977,0.4507613,0.0002252666],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01461382,0.03657064,0.006453597,0.149106,0.00102651,0.00006766694,0.000530617,0.00003142271,0.7915998],"genre_scores_gemma":[0.8271911,0.05294855,0.005294269,0.02318758,0.0009669648,0.00009194179,0.0003134635,0.0001359719,0.08987019],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1772162,"threshold_uncertainty_score":0.9543126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293879187381404,"score_gpt":0.237649355085981,"score_spread":0.224710563212167,"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."}}