{"id":"W342410928","doi":"10.5840/cpsem200610","title":"Hair Metal, Berdache, and Gender Messaging","year":2006,"lang":"en","type":"book-chapter","venue":"Semiotics","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Instant messaging; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00006309814,0.0002944368,0.0003069854,0.00005905382,0.0002250853,0.0001904678,0.0001047519,0.0001467046,0.00381415],"category_scores_gemma":[0.000005226287,0.0002318722,0.0001230887,0.000003678602,0.0002590639,0.00008300081,0.00006892413,0.0002820872,0.0002025241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002247482,"about_ca_system_score_gemma":0.00001573828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001703263,"about_ca_topic_score_gemma":0.0002309524,"domain_scores_codex":[0.9991332,0.000008442129,0.0002333077,0.0002496584,0.0001913019,0.0001840406],"domain_scores_gemma":[0.9995428,0.00003222639,0.0001114798,0.0001812509,0.00006869177,0.00006356047],"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":[8.805346e-7,0.000006069131,0.000001548889,0.00006975584,0.00007349675,0.00001040672,0.003195592,0.000001925797,0.000004168897,0.8548934,0.1412377,0.0005050162],"study_design_scores_gemma":[0.00009684609,0.00001317422,0.000009689524,0.00006107204,0.0001525904,0.000007111452,0.0006272676,0.00002234827,0.000005899374,0.03075134,0.9679201,0.0003326064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002416684,0.00118111,0.000003171903,0.0002108885,0.0003169806,0.00009789382,0.00006755543,0.0001102812,0.9977704],"genre_scores_gemma":[0.03248203,0.0002599944,0.00005570996,0.0006496207,0.0006234146,0.000001061275,0.0001172681,0.00005423193,0.9657567],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8266824,"threshold_uncertainty_score":0.9970965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06335463250181632,"score_gpt":0.2306612042345395,"score_spread":0.1673065717327231,"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."}}