{"id":"W2206683831","doi":"10.1002/9781118769133.ch13","title":"Vulnerable Individuals, Intermediaries and Justice","year":2015,"lang":"en","type":"other","venue":"","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Intermediary; Suspect; Context (archaeology); Criminology; Perspective (graphical); Economic Justice; Criminal justice; Value (mathematics); Identity (music); Political science; Sociology; Law; Psychology; Social psychology; Public relations; Business; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008806366,0.0001692145,0.0002866615,0.0001462472,0.0004494669,0.00001161752,0.0002791526,0.0005801053,0.009152412],"category_scores_gemma":[0.000753745,0.0001381453,0.00001588726,0.0000718489,0.0002156537,0.00002188083,0.0003540121,0.001474478,0.001164236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005942831,"about_ca_system_score_gemma":0.0004081666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001199215,"about_ca_topic_score_gemma":0.0008818871,"domain_scores_codex":[0.9979933,0.001001074,0.0003272373,0.0002079506,0.0001653936,0.0003050419],"domain_scores_gemma":[0.9982113,0.0006704718,0.0002472972,0.000573516,0.0001417283,0.0001556343],"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":[0.000003814851,0.000006204828,0.0008071366,0.0007486495,0.00001873991,4.235739e-7,0.004051383,2.285099e-8,7.765244e-8,0.00947909,0.9842258,0.0006586611],"study_design_scores_gemma":[0.0001777448,0.00002451755,0.00001774293,0.001279295,0.00004290113,0.000001105842,0.0104822,0.00001464019,2.076619e-7,0.0007529698,0.9870647,0.0001419252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000009687538,0.003636371,0.000150046,0.001522144,0.001870181,0.0003957047,0.000115296,0.0004453454,0.9918552],"genre_scores_gemma":[0.001097821,0.000777615,0.001288057,0.002774304,0.0007758706,0.0001493832,0.0001451238,0.0002307641,0.9927611],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.00872612,"threshold_uncertainty_score":0.9996135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08683854670628942,"score_gpt":0.4623237142577198,"score_spread":0.3754851675514304,"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."}}