{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004687278,0.0007696409,0.000460235,0.001267622,0.006278836,0.005915517,0.001024564,0.002124303,0.5261779],"category_scores_gemma":[0.002238171,0.0004182238,0.0003998154,0.001268896,0.001215372,0.003632463,0.003403816,0.002645138,0.2684125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002546647,"about_ca_system_score_gemma":0.001906202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01711983,"about_ca_topic_score_gemma":0.04202803,"domain_scores_codex":[0.9990087,0.00015714,0.00003833609,0.0002690638,0.0003406983,0.0001860526],"domain_scores_gemma":[0.9992288,0.0001119567,0.00005479134,0.0001130513,0.0002836773,0.0002077509],"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":[0.00006676812,0.00002961732,0.0003768882,0.0001902005,0.000005694145,0.000357177,0.002424347,0.000060724,0.0005076018,0.04770799,0.8697085,0.0785645],"study_design_scores_gemma":[9.92213e-7,0.000003424635,0.000146762,0.00003249223,9.673539e-7,0.00008879817,0.0003229588,0.00001331058,0.00005142784,0.0004409941,0.9988945,0.000003448439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002106251,0.002999124,0.001269565,0.005822803,0.002923078,0.00005105234,0.0009846097,0.0005941154,0.9832493],"genre_scores_gemma":[0.009136484,0.001225452,0.0006227504,0.001447289,0.000216807,0.00003234402,0.000507196,0.000385586,0.9864261],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5261779,"threshold_uncertainty_score":0,"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."}}