{"id":"W2795815076","doi":"10.1177/1357034x18766289","title":"Collapsing the Surfaces of Skin and Photograph in Cosmetic Minimally-Invasive Procedures","year":2018,"lang":"en","type":"article","venue":"Body & Society","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Photography; Normative; Medicine; Invasive surgery; Surgery; Art; Visual arts","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003371682,0.0002591588,0.0002042172,0.001281836,0.003523323,0.004233471,0.0005615368,0.00106752,0.002916909],"category_scores_gemma":[0.004749305,0.0002360514,0.0002168503,0.0006580116,0.02329841,0.004325731,0.004776185,0.002552812,0.0002001981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001638161,"about_ca_system_score_gemma":0.001142696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001653954,"about_ca_topic_score_gemma":0.002747484,"domain_scores_codex":[0.9957795,0.002907465,0.00009271607,0.0001751471,0.0008316585,0.000213558],"domain_scores_gemma":[0.9961137,0.002793964,0.0005124817,0.0002219775,0.0001918249,0.000166112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003834477,0.00009474695,0.005469121,0.0002526791,0.000008125166,0.0005076692,0.7212508,0.00003904594,0.001681533,0.2432854,0.001679789,0.02569287],"study_design_scores_gemma":[0.00001783692,0.0002192731,0.0295807,0.000708628,0.00002860451,0.002430247,0.8078456,0.0001244876,0.001594752,0.04133534,0.1160814,0.00003313488],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6531055,0.01115498,0.006325359,0.02484348,0.0008288264,0.00007721832,0.00002791424,0.00002529889,0.3036113],"genre_scores_gemma":[0.991529,0.002088729,0.0007304813,0.001353441,0.000125651,0.00002090064,0.000006335888,0.00001119981,0.004134221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9964767,"threshold_uncertainty_score":0.01783139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590412067388421,"score_gpt":0.2914038154305645,"score_spread":0.2754996947566803,"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."}}