{"id":"W2904456431","doi":"10.1177/0021934718819411","title":"“Hey Curlfriends!”: Hair Care and Self-Care Messaging on YouTube by Black Women Natural Hair Vloggers","year":2018,"lang":"en","type":"article","venue":"Journal of Black Studies","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Hair care; Natural (archaeology); Narrative; Internet privacy; Black women; Mythology; Psychology; Advertising; Art; Sociology; Computer science; History; Gender studies; Literature; Chemistry; Business","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00059766,0.0002679231,0.0001752319,0.0005591601,0.002458066,0.00115653,0.0002620262,0.0005557204,0.007238998],"category_scores_gemma":[0.00263258,0.0001268779,0.0001067168,0.0003865814,0.000701545,0.001891313,0.001535679,0.000524199,0.000773375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008384219,"about_ca_system_score_gemma":0.000554085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02177594,"about_ca_topic_score_gemma":0.0773834,"domain_scores_codex":[0.9997033,0.0001649631,0.000007863716,0.00002522434,0.00003382815,0.00006475099],"domain_scores_gemma":[0.9992717,0.0003925787,0.00009214188,0.00002579107,0.00006779889,0.0001500081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003356985,0.0001808354,0.04702359,0.0005035843,0.00002975116,0.001878602,0.7950837,0.00005278845,0.006616052,0.001333882,0.0451355,0.101826],"study_design_scores_gemma":[0.00001754769,0.0001353441,0.04736197,0.0003705253,0.00002197292,0.0003768981,0.8532131,0.0002559855,0.0008166498,0.0002720086,0.09712052,0.00003741907],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763833,0.0005073117,0.0001942822,0.003625665,0.0001086607,0.00007825477,0.000464577,0.00003276146,0.01860516],"genre_scores_gemma":[0.9726768,0.001021588,0.0005962704,0.001756258,0.00006494103,0.0001611055,0.0003722628,0.00006853654,0.0232823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02177594,"threshold_uncertainty_score":0.04329836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840902793613103,"score_gpt":0.3205737460068303,"score_spread":0.3021647180706992,"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."}}