{"id":"W4378380902","doi":"10.3138/9781487541354-fm","title":"Frontmatter","year":2022,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Freedom of Expression and Defamation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ECW Press (Canada)","funders":"Canada Council for the Arts; Ontario Arts Council; Government of Canada; Australian Research Council; Government of Ontario","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002466462,0.000763552,0.0004923869,0.001192415,0.001650153,0.003915674,0.0008812328,0.00197927,0.8359963],"category_scores_gemma":[0.001357026,0.00034138,0.0003833543,0.0009695773,0.0005082137,0.003195694,0.002450564,0.001670549,0.7564992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007395991,"about_ca_system_score_gemma":0.0006174507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001245886,"about_ca_topic_score_gemma":0.004220263,"domain_scores_codex":[0.9997272,0.0000263701,0.00001164928,0.0000644238,0.0001316018,0.00003879685],"domain_scores_gemma":[0.9995371,0.00009432394,0.00002215613,0.00007553871,0.0001464272,0.0001244612],"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":[0.00001804331,0.00001748444,0.00007860137,0.00008358387,0.000001076321,0.00007453946,0.0001173815,0.00002642158,0.0002787104,0.009066621,0.8929616,0.09727589],"study_design_scores_gemma":[0.000001715198,0.00000419273,0.00006312419,0.00002505725,3.557318e-7,0.00005575532,0.00002831061,0.00001780637,0.00004144,0.000542502,0.9992182,0.000001476543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002582217,0.001375346,0.0006926044,0.001115252,0.002089171,0.0000298393,0.0004783966,0.0009024499,0.9930587],"genre_scores_gemma":[0.0006007953,0.0003094456,0.0001267472,0.0004054725,0.0001462706,0.000006802808,0.0001236755,0.0001471456,0.9981337],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1640037,"threshold_uncertainty_score":0.2339314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.028443644502757,"score_gpt":0.2349734348516774,"score_spread":0.2065297903489204,"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."}}