{"id":"W1533873196","doi":"","title":"Beaudry, Mary C. 2007. Findings: The Material Culture of Needlework and Sewing","year":2007,"lang":"en","type":"article","venue":"Material Culture Review / Revue de la culture matérielle","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Art; Visual arts","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005425927,0.0004239272,0.000358498,0.003293012,0.006217788,0.003914908,0.001220728,0.002054306,0.009557048],"category_scores_gemma":[0.02042131,0.0004856437,0.0002852905,0.003658082,0.004396254,0.003813914,0.003204006,0.003984642,0.001380088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003597706,"about_ca_system_score_gemma":0.006845081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08375715,"about_ca_topic_score_gemma":0.1346662,"domain_scores_codex":[0.9964148,0.000906047,0.0001340411,0.0003803562,0.001919338,0.0002454069],"domain_scores_gemma":[0.9795059,0.01134793,0.001668796,0.0007792,0.006026603,0.0006714943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002554147,0.0001193095,0.02951428,0.002847208,0.00007247654,0.0006602203,0.2010517,0.0000813444,0.001501017,0.03984344,0.5086511,0.2154025],"study_design_scores_gemma":[0.00002169444,0.00009581176,0.08566729,0.002698728,0.000114284,0.0008074575,0.2303541,0.00002912862,0.002103142,0.005547141,0.6725334,0.00002778092],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1460921,0.1750298,0.004661416,0.2186848,0.006678699,0.000452784,0.003448233,0.0001452767,0.4448069],"genre_scores_gemma":[0.6670793,0.09961828,0.003390479,0.08689428,0.001593807,0.0005151611,0.001214509,0.0003697937,0.1393244],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08375715,"threshold_uncertainty_score":0.1665393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414045137038411,"score_gpt":0.2355664379841868,"score_spread":0.2214259866138027,"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."}}