{"id":"W6994268937","doi":"","title":"Author Biographies","year":2006,"lang":"en","type":"article","venue":"Insecta mundi","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001107244,0.0005178242,0.0007245326,0.002992088,0.001985817,0.002266335,0.001046979,0.001065299,0.511341],"category_scores_gemma":[0.008274489,0.0002718908,0.0002966012,0.00436312,0.0003317973,0.002135932,0.001140143,0.001909038,0.272903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001757881,"about_ca_system_score_gemma":0.003384375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0137325,"about_ca_topic_score_gemma":0.02459524,"domain_scores_codex":[0.9991263,0.00008289478,0.00006071344,0.0001799901,0.0004681363,0.00008207058],"domain_scores_gemma":[0.9934628,0.001112779,0.0002957362,0.0004591648,0.004195518,0.0004740643],"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":[0.000007754032,0.000008692364,0.000141716,0.00007759051,0.000001675849,0.00003385811,0.0001243329,0.00002590108,0.00007390793,0.001997942,0.9650331,0.03247351],"study_design_scores_gemma":[0.000001252921,0.00000258497,0.0001644547,0.00007578938,0.000002286741,0.00003890202,0.00007255776,0.00001862304,0.00005740547,0.0002816914,0.9992816,0.000002752636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001000475,0.01492663,0.002623583,0.03110226,0.03248947,0.0002790182,0.01569293,0.0009334155,0.9009522],"genre_scores_gemma":[0.004739475,0.007961237,0.0009319917,0.003063197,0.002247506,0.0001543407,0.003941549,0.0002857382,0.9766749],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.511341,"threshold_uncertainty_score":0.6970128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03116829113047478,"score_gpt":0.2165973014270756,"score_spread":0.1854290102966008,"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."}}