{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002711631,0.0003759965,0.0003567038,0.001245149,0.007478029,0.00594516,0.0008401889,0.001540425,0.02074588],"category_scores_gemma":[0.007175455,0.0002440187,0.0006172009,0.0009104094,0.008280106,0.004410095,0.007022438,0.002423664,0.003067306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001549128,"about_ca_system_score_gemma":0.001734042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001621763,"about_ca_topic_score_gemma":0.002437244,"domain_scores_codex":[0.994619,0.002833445,0.00021916,0.0004667274,0.001131928,0.0007297103],"domain_scores_gemma":[0.9951304,0.001779859,0.0008973618,0.0006163752,0.0005370596,0.001039061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001567921,0.0003336814,0.03387489,0.00147496,0.00007557309,0.002960058,0.6021698,0.0001514264,0.003680702,0.1198676,0.035453,0.1998014],"study_design_scores_gemma":[0.00001464757,0.0001691334,0.01657783,0.001099524,0.00002341212,0.004833048,0.5307382,0.00005856176,0.0006342942,0.01210575,0.4337058,0.00003970729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.429572,0.01746033,0.007740716,0.02240034,0.002063617,0.0002324365,0.0001892605,0.0001205181,0.5202208],"genre_scores_gemma":[0.9549271,0.005518951,0.001587401,0.004713344,0.0002507213,0.00006549686,0.00006959231,0.00007701124,0.03279043],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02074588,"threshold_uncertainty_score":0,"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."}}