{"id":"W2794326488","doi":"10.1111/soin.12216","title":"Teenage Suicide Notes: An Ethnography of Self‐Harm, by TerryWilliams. Columbia University Press, New York, NY. 2017. 288 pp. $30.00, hard. ISBN: 978‐0231177900","year":2018,"lang":"en","type":"article","venue":"Sociological Inquiry","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ethnography; Harm; Sociology; Citation; Media studies; Library science; Anthropology; Law; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0008460276,0.0002710726,0.0005449157,0.00003008155,0.002314812,0.00005971869,0.0008440896,0.0006947046,0.001121908],"category_scores_gemma":[0.0002834286,0.000255541,0.0003180951,0.0003630976,0.006494369,0.0003046017,0.0001840953,0.0004841207,0.00008027365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001526383,"about_ca_system_score_gemma":0.0001744035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005282045,"about_ca_topic_score_gemma":0.001641295,"domain_scores_codex":[0.9971071,0.0008152515,0.0003278507,0.0006502586,0.0004432081,0.0006562941],"domain_scores_gemma":[0.9986257,0.0001419349,0.0002764641,0.0003632942,0.0002338673,0.0003587361],"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":[0.00005184072,0.0002983514,0.007716442,0.00001911009,0.0001508031,0.00001039732,0.1301568,9.452689e-7,0.0006408178,0.002546881,0.8577355,0.0006721333],"study_design_scores_gemma":[0.000478872,0.0005799528,0.009585375,0.00003405313,0.00009918981,5.733443e-7,0.07854804,0.000002935567,0.00004149684,0.001469668,0.9087223,0.0004375508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7512679,0.04415246,0.001016766,0.008945608,0.005028394,0.002318263,0.0005364187,0.002073348,0.1846609],"genre_scores_gemma":[0.9720308,0.002720024,0.001406393,0.001118187,0.00237186,0.0000122408,0.00005381303,0.00002761224,0.02025909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2207629,"threshold_uncertainty_score":0.9999897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1393320472692078,"score_gpt":0.3360166910242758,"score_spread":0.1966846437550681,"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."}}