{"id":"W4240426888","doi":"10.38055/fs030107","title":"#NaturalDye","year":2020,"lang":"en","type":"article","venue":"Fashion Studies","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Craft; Natural (archaeology); Articulation (sociology); Visual arts; Social media; Textile; Sociology; Situated; Space (punctuation); Style (visual arts); Art; Computer science; History; Political science; World Wide Web","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002836994,0.0001119285,0.0001663165,0.00001410182,0.0002787563,0.0000738619,0.00009579848,0.00001664985,0.001572852],"category_scores_gemma":[0.00007361879,0.00007263331,0.00007118249,0.00003037763,0.0001527084,0.0001508039,0.00006157314,0.00009097388,0.00156524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008303348,"about_ca_system_score_gemma":0.000003883838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001781942,"about_ca_topic_score_gemma":0.00007117826,"domain_scores_codex":[0.999429,0.00001963185,0.0001333281,0.0001534729,0.0001294465,0.0001351064],"domain_scores_gemma":[0.9997032,0.0000310492,0.00003743837,0.00006220862,0.000108547,0.00005756989],"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":[0.000007289171,0.00001242587,0.00004872019,0.00004100428,0.00009363845,0.000006855306,0.2536695,9.590411e-7,0.0002273149,0.3441723,0.3985473,0.003172623],"study_design_scores_gemma":[0.0001556734,0.00005440186,0.0001285856,0.0000112595,0.0000138803,5.302661e-7,0.1814453,0.00001121401,0.00005568174,0.0002015121,0.8177832,0.0001387505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.66909,0.001821441,0.000003978858,0.04410901,0.001464821,0.0002048152,0.00003139651,0.0006664239,0.2826082],"genre_scores_gemma":[0.9790086,0.000240516,0.00002136005,0.006962548,0.000772558,0.000009652094,0.000006944466,0.000008078622,0.01296975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4192359,"threshold_uncertainty_score":0.9993398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2133411339539519,"score_gpt":0.2997408879849481,"score_spread":0.08639975403099628,"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."}}