{"id":"W4233206023","doi":"10.1093/oso/9780190863531.003.0001","title":"Introduction","year":2020,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Freedom of Expression and Defamation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relation (database); Economic Justice; Value (mathematics); Political science; Sociology; Law; Public relations; Media studies; Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000567703,0.0008289819,0.0006526924,0.001342685,0.002159775,0.005912772,0.001646778,0.002548551,0.4295219],"category_scores_gemma":[0.002497165,0.0003270722,0.00056012,0.001470839,0.001085186,0.004343178,0.003082273,0.002623681,0.2597042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002104326,"about_ca_system_score_gemma":0.001834497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00234532,"about_ca_topic_score_gemma":0.003622763,"domain_scores_codex":[0.9990068,0.0001416345,0.00004681482,0.0002573813,0.0004334956,0.0001139381],"domain_scores_gemma":[0.999307,0.0001410192,0.00003773098,0.0001042225,0.0002796002,0.0001303112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000274036,0.00004092395,0.0002595673,0.0002458657,0.000003906226,0.0001216565,0.00109708,0.0001152053,0.0002675088,0.1036927,0.7522146,0.1419136],"study_design_scores_gemma":[9.965896e-7,0.000004432568,0.00007964198,0.00007732074,6.16721e-7,0.00005615062,0.000110304,0.00001188094,0.00002824126,0.002689849,0.9969387,0.000001883143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007481995,0.006184696,0.002720594,0.006418597,0.005043644,0.00009117508,0.001496267,0.0005494567,0.9767473],"genre_scores_gemma":[0.004954395,0.004475251,0.001838473,0.002675602,0.001162472,0.00008750895,0.001581618,0.0003308417,0.9828939],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5704781,"threshold_uncertainty_score":0.8137177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02996974123953097,"score_gpt":0.2276782009264047,"score_spread":0.1977084596868738,"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."}}