{"id":"W3036353702","doi":"10.14748/vmf.v8i0.6399","title":"Beauty Today – Natural Or Acquired","year":2019,"lang":"en","type":"article","venue":"","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beauty; Quarter (Canadian coin); Natural (archaeology); Aesthetics; Variety (cybernetics); Bit (key); Psychology; Marketing; Advertising; Public relations; Political science; History; Business; Art; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006661637,0.0001171736,0.0001545855,0.0005051967,0.001119481,0.001566259,0.0002043892,0.0004349252,0.01546532],"category_scores_gemma":[0.001601148,0.00007913268,0.0001340739,0.0004444337,0.003203666,0.00129024,0.001041513,0.0009519215,0.001512639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006618754,"about_ca_system_score_gemma":0.0004979206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001491749,"about_ca_topic_score_gemma":0.003282272,"domain_scores_codex":[0.9993333,0.0001463364,0.00002731207,0.00008553489,0.0002984966,0.0001090181],"domain_scores_gemma":[0.9993067,0.0001586172,0.0002035714,0.00008767878,0.0001132965,0.0001301617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003209581,0.0004844008,0.08942715,0.001522298,0.00008071522,0.001789489,0.08964597,0.0001904334,0.0102324,0.2551469,0.0708833,0.4802759],"study_design_scores_gemma":[0.00001475375,0.0004030073,0.1371765,0.000897064,0.00001902118,0.005822448,0.04711733,0.0001026269,0.001168511,0.02221425,0.7849979,0.00006656766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4222217,0.01702352,0.00213732,0.007659588,0.001130446,0.00009193346,0.0004320898,0.00006177244,0.5492416],"genre_scores_gemma":[0.9391562,0.00567562,0.001052094,0.00205543,0.0002509503,0.00003286188,0.0001370972,0.0000288521,0.05161073],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01546532,"threshold_uncertainty_score":0.05173665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02121040174742396,"score_gpt":0.3147745562363946,"score_spread":0.2935641544889706,"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."}}