{"id":"W6999490040","doi":"","title":"Crafty Impressions: The (New) Visual Culture of Contemporary Fibre Craft","year":2021,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Craft; Transformative learning; Politics; The arts; Social media; Visual culture; Handicraft; Digital media","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009879223,0.0002676703,0.0005212604,0.000039749,0.0004327538,0.00005022014,0.0004428556,0.0002577547,0.07280658],"category_scores_gemma":[0.00002440004,0.0002319985,0.0003813692,0.00002658127,0.0002161655,0.0004076644,0.00007658268,0.0002458377,0.0000187964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007432664,"about_ca_system_score_gemma":0.0004369525,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1320255,"about_ca_topic_score_gemma":0.2360437,"domain_scores_codex":[0.9988688,0.0001014752,0.0001862372,0.0003049949,0.0003544528,0.0001840861],"domain_scores_gemma":[0.9986367,0.0000900033,0.0004666101,0.0003732196,0.0003359815,0.00009748343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004368768,0.0001650934,0.00001825223,0.0003496638,0.0003293993,0.00002772655,0.5315627,0.000002438714,0.00122876,0.004473713,0.4501531,0.01125218],"study_design_scores_gemma":[0.0006629331,0.0002167956,0.003429379,0.0004596052,0.000218707,0.000001133524,0.6834372,0.00004433648,0.0002389217,0.00009631272,0.3108664,0.0003282787],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02327125,0.02070593,0.00005623132,0.0006113205,0.001161332,0.0005041159,0.0002088607,0.00008992841,0.953391],"genre_scores_gemma":[0.4384165,0.0006360243,0.00007128278,0.0000297937,0.0002583417,4.551954e-7,0.0004733355,0.00002102097,0.5600932],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4151453,"threshold_uncertainty_score":0.9460624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02465351906347139,"score_gpt":0.2585473120877101,"score_spread":0.2338937930242387,"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."}}