{"id":"W2790035732","doi":"10.1177/1357034x18760177","title":"Skin Work","year":2018,"lang":"en","type":"article","venue":"Body & Society","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Human sexuality; Acne; Identity (music); Work (physics); Sociology; Psychology; Epistemology; Aesthetics; Medicine; Gender studies; Dermatology; Art; Engineering; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006180268,0.00007518163,0.0001148091,0.000004788496,0.0001314696,0.000008910382,0.00002679374,0.00006937187,0.0002742791],"category_scores_gemma":[0.000005894469,0.00004899145,0.0001627883,0.0001076857,0.0000774858,0.0000241463,0.00002079739,0.00006248726,0.0003797171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003009762,"about_ca_system_score_gemma":0.00003004725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001717639,"about_ca_topic_score_gemma":8.497919e-7,"domain_scores_codex":[0.999541,0.000006361367,0.00006361867,0.0001267399,0.00009738401,0.000164903],"domain_scores_gemma":[0.9997043,0.00001324428,0.00001761896,0.000153677,0.00003389089,0.000077243],"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":[0.0000795213,0.0003156041,0.05216565,0.0000353625,0.0003264569,0.00003488522,0.003283539,8.854646e-8,0.001811789,0.0001405463,0.9294974,0.01230916],"study_design_scores_gemma":[0.003660727,0.001083017,0.3271944,0.000162606,0.0003312469,0.00005402224,0.0007701667,0.0001240005,0.007600087,0.0001524222,0.6585996,0.0002677069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978189,0.0003050355,0.0001477414,0.001030013,0.0001894939,0.0001593681,0.000001538696,0.00007253954,0.01990528],"genre_scores_gemma":[0.9853283,0.00006301377,0.001262235,0.001893441,0.0008616849,0.000006850919,0.00001178198,0.000011161,0.01056152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2750287,"threshold_uncertainty_score":0.4880622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01036776816625805,"score_gpt":0.2762054443154031,"score_spread":0.2658376761491451,"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."}}