{"id":"W7100095037","doi":"","title":"Scratching the Surface: Dori Tunstall","year":2021,"lang":"","type":"other","venue":"","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intersection (aeronautics); Work (physics); Research design; Public health","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":[0.00267529,0.0005787023,0.0003594792,0.0008234151,0.01200508,0.008337568,0.0009312818,0.002243838,0.01520342],"category_scores_gemma":[0.00497783,0.0004045814,0.0002800715,0.0008233453,0.008496937,0.008008163,0.004680487,0.005599385,0.003587971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004434336,"about_ca_system_score_gemma":0.003468186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01482233,"about_ca_topic_score_gemma":0.03491174,"domain_scores_codex":[0.9977371,0.000840753,0.0000474452,0.0003989745,0.0006917554,0.0002839592],"domain_scores_gemma":[0.9987795,0.000399311,0.00007321183,0.0001297842,0.0003031775,0.0003150425],"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":[0.00003555523,0.00003776189,0.0004917263,0.0000985722,0.000003945502,0.0002063483,0.02525664,0.00005652143,0.000425253,0.07835051,0.8513964,0.04364076],"study_design_scores_gemma":[0.000002346701,0.000008819759,0.0001188429,0.0000764564,0.000001474665,0.0001360509,0.009265012,0.00003829752,0.0001780916,0.002332915,0.9878356,0.000006023754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01505382,0.03264111,0.00542914,0.378427,0.01464569,0.00007236315,0.0001223204,0.0003976969,0.5532109],"genre_scores_gemma":[0.1801464,0.01725195,0.004763394,0.09140251,0.002254727,0.0001748936,0.0001066481,0.0007426548,0.7031568],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01520342,"threshold_uncertainty_score":0.05086052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0397147309256984,"score_gpt":0.2420777373524673,"score_spread":0.2023630064267689,"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."}}