{"id":"W1982686347","doi":"10.1353/vcr.2013.0008","title":"Novel Craft: Victorian Domestic Handicraft and Nineteenth-Century Fiction by Talia Schaffer (review)","year":2013,"lang":"en","type":"article","venue":"Victorian review","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Craft; Handicraft; Art; Literature; Art history; History; Visual arts","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002037376,0.0003687945,0.0006283763,0.00004593327,0.0002889643,0.000221425,0.0002119204,0.00005947741,0.01381266],"category_scores_gemma":[0.00009568573,0.000257023,0.0001684019,0.0001114142,0.0001809327,0.0004331331,0.00006127641,0.0002076746,0.001425504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004456595,"about_ca_system_score_gemma":0.00001785417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009657506,"about_ca_topic_score_gemma":0.00009957601,"domain_scores_codex":[0.9982923,0.00008736228,0.0005470518,0.0004029292,0.0003128004,0.000357558],"domain_scores_gemma":[0.9989634,0.00004795054,0.0002263935,0.0003315444,0.0001875522,0.0002431813],"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":[0.000002362029,0.0001119972,0.0000236465,0.006590982,0.00007423428,0.000002340888,0.00181411,2.351848e-8,0.0006657245,0.01520447,0.9634651,0.01204503],"study_design_scores_gemma":[0.0002962435,0.0000754135,0.0001853529,0.00751771,0.0001560997,0.00001462728,0.0001197343,0.000004754975,0.000004875971,0.00002830614,0.9912416,0.0003553266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001988297,0.9574785,0.00002753764,0.01112538,0.004839879,0.002461127,0.0001802937,0.0003343223,0.02156463],"genre_scores_gemma":[0.03636091,0.9388675,0.00007003877,0.008236493,0.001739241,0.0003135598,0.0003037373,0.00005709939,0.01405139],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03437262,"threshold_uncertainty_score":0.9999882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01405038115529027,"score_gpt":0.2307814126980083,"score_spread":0.216731031542718,"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."}}