{"id":"W820417349","doi":"","title":"African Nova Scotian Restorative Justice: A Change Has Gotta Come","year":2013,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Diaspora; Racism; African descent; Political science; Humanities; Ethnology; Sociology; Criminology; Gender studies; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003652594,0.0001370401,0.0002174372,0.0002364065,0.002138064,0.001240571,0.0004612177,0.0001511225,0.01089388],"category_scores_gemma":[0.0002419338,0.0001738189,0.00009099459,0.0005409065,0.001427222,0.001013029,0.00005891911,0.0003185574,0.007756162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001069641,"about_ca_system_score_gemma":0.0006796833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9190098,"about_ca_topic_score_gemma":0.9835453,"domain_scores_codex":[0.998266,0.0002026116,0.0002120197,0.0003165176,0.0004593254,0.0005434733],"domain_scores_gemma":[0.9986352,0.00007610178,0.0001138293,0.0003368158,0.000177513,0.0006605275],"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":[0.00001389018,0.0001134908,0.000756974,0.0000627081,0.00004292197,0.00005085535,0.04161308,0.000001784315,0.000174859,0.3056357,0.648888,0.002645761],"study_design_scores_gemma":[0.0002004407,0.00003871293,0.004511511,0.00003256938,0.00003463337,0.000001075299,0.005390003,0.000004251703,0.000004257382,0.001264927,0.9882793,0.0002383229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08800445,0.002607757,0.00003787237,0.04559945,0.006779076,0.001934196,0.0001606698,0.000450916,0.8544256],"genre_scores_gemma":[0.949339,0.00007281353,0.0002059046,0.003075958,0.001693496,0.0001035872,0.00001180921,0.00002622048,0.04547125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8613345,"threshold_uncertainty_score":0.9997962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05174538175713966,"score_gpt":0.2784711669430991,"score_spread":0.2267257851859594,"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."}}