{"id":"W1526513729","doi":"","title":"Hair: Styling, Culture and Fashion","year":2008,"lang":"en","type":"book","venue":"Archive of research processes and output produced by RCA (Royal College of Art)","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Meaning (existential); Reading (process); Art; Visual arts; Presentation (obstetrics); Literature; History; Sociology; Psychology; Linguistics; Archaeology; Philosophy","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":[0.0004431764,0.0005077067,0.0002502643,0.001023675,0.002516347,0.006982114,0.0004441667,0.0007375776,0.009932924],"category_scores_gemma":[0.001225811,0.0002022947,0.0001518941,0.0014704,0.007325968,0.003812916,0.002140623,0.001219721,0.001428485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074464,"about_ca_system_score_gemma":0.0009207065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003685412,"about_ca_topic_score_gemma":0.007899534,"domain_scores_codex":[0.9995029,0.0001845008,0.00002041802,0.00006048281,0.0001802046,0.00005162378],"domain_scores_gemma":[0.9997303,0.0001338011,0.00002537721,0.00003421268,0.0000399316,0.00003642773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008260378,0.00003197667,0.002254057,0.000711041,0.00001919265,0.0005297596,0.1132073,0.000217398,0.002143356,0.5007929,0.09181622,0.2881943],"study_design_scores_gemma":[0.000007082887,0.00003852212,0.003846203,0.0006032952,0.000006909158,0.000762862,0.0278368,0.0001027602,0.0003465652,0.0361325,0.9302999,0.00001666695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03452895,0.09085471,0.004506201,0.009602318,0.00183497,0.000063251,0.0001360764,0.0001357727,0.8583379],"genre_scores_gemma":[0.5820318,0.06706358,0.003530788,0.002716633,0.001619987,0.00008535158,0.0001032659,0.0002445083,0.3426042],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009932924,"threshold_uncertainty_score":0.03322899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04134743366843015,"score_gpt":0.2754697773105223,"score_spread":0.2341223436420922,"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."}}