{"id":"W1494714839","doi":"10.17348/era.3.0.155-166","title":"The Revival of Traditional Practices as a Response to Outsiders’ Demands: The resurgence of natural dye use in San Juan La Laguna, Guatemala","year":2005,"lang":"en","type":"article","venue":"Ethnobotany Research and Applications","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Natural (archaeology); Dyeing; Competition (biology); Textile; Natural dye; Geography; Business; Archaeology; Ecology; Biology","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":[0.0005106932,0.0002600448,0.0001851034,0.0007486666,0.004719934,0.001800192,0.0005522675,0.0006544181,0.002007444],"category_scores_gemma":[0.0007868198,0.0001337489,0.0001036619,0.001275239,0.004118422,0.0007536192,0.001984884,0.0006842773,0.0001235474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003998761,"about_ca_system_score_gemma":0.001718217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1697729,"about_ca_topic_score_gemma":0.4183506,"domain_scores_codex":[0.9996551,0.0001561386,0.000005188127,0.00003120908,0.00003541873,0.0001168637],"domain_scores_gemma":[0.9995155,0.0001632013,0.0001307873,0.00003004316,0.00005819944,0.0001022982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002689543,0.00007557147,0.1047826,0.0001644277,0.00001843908,0.005006948,0.8562783,0.0001136237,0.005863266,0.002108399,0.002620427,0.02269905],"study_design_scores_gemma":[0.000008974862,0.00007738449,0.2218953,0.00006179451,0.00001210978,0.0004290723,0.7558267,0.00008624445,0.0005444375,0.0002309133,0.02080818,0.00001898223],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996473,0.0001837658,0.00001734995,0.0008343357,0.000005697526,0.0000046947,0.00001991236,0.000001955024,0.002459161],"genre_scores_gemma":[0.9980389,0.0002639499,0.00003075025,0.0001409282,0.000006671118,0.000006082585,0.00001727988,0.000002687872,0.001492673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1697729,"threshold_uncertainty_score":0.3375694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1383314819510473,"score_gpt":0.4068095686429344,"score_spread":0.2684780866918871,"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."}}