{"id":"W4399789641","doi":"10.5204/mcj.3072","title":"Barbie","year":2024,"lang":"en","type":"article","venue":"M/C Journal","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007469631,0.00003963691,0.00005178592,0.00005111101,0.0003036444,0.0002265777,0.0001244803,0.0000453996,0.001532256],"category_scores_gemma":[0.00008598769,0.00003210639,0.00006302648,0.0001168629,0.00006136014,0.0001212241,0.000009722159,0.0002348228,0.0004480063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005251269,"about_ca_system_score_gemma":0.0003874631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004038681,"about_ca_topic_score_gemma":0.00008471349,"domain_scores_codex":[0.9992759,0.00005906549,0.00009135012,0.00006769011,0.0002818638,0.0002241378],"domain_scores_gemma":[0.999675,0.00005150725,0.0000148862,0.00004049226,0.000028064,0.0001900945],"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":[0.000008440997,0.0000434752,0.002001925,0.00002133385,0.00006798122,0.0006958933,0.2653934,0.000003636647,0.001041937,0.05396945,0.459712,0.2170406],"study_design_scores_gemma":[0.00005392091,0.0000164657,0.0005604549,0.00002231919,0.000009922086,0.0000474981,0.01580166,0.000007656238,0.00006332294,0.007305714,0.976059,0.00005205498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1586048,0.007031248,0.001001638,0.01225264,0.01191154,0.00008119857,0.000002732061,0.0001531188,0.808961],"genre_scores_gemma":[0.977331,0.000801099,0.0001593119,0.0002890016,0.003011466,9.116202e-7,2.695226e-7,0.000006014915,0.01840088],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8187262,"threshold_uncertainty_score":0.9993805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03567645693639646,"score_gpt":0.3577216832088074,"score_spread":0.3220452262724109,"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."}}