{"id":"W2103935288","doi":"10.5539/ach.v7n1p41","title":"Silk Patterns: Conservation and Development of Traditional Thai silk Production for Added Commercial Value in Khon Kaen Province","year":2014,"lang":"en","type":"article","venue":"Asian Culture and History","topic":"Silkworms and Sericulture Research","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SILK; Copying; Production (economics); Factory (object-oriented programming); Nonprobability sampling; Value (mathematics); Engineering; Sociology; Computer science; Mathematics; Statistics; Political science; Economics; Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004654293,0.0001491739,0.00009745308,0.0007030516,0.0020003,0.001351336,0.0003768981,0.0002925718,0.001845527],"category_scores_gemma":[0.0006218748,0.0002132933,0.00009234616,0.001572166,0.001678353,0.0008473296,0.0008763791,0.0002634525,0.00006239262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002511459,"about_ca_system_score_gemma":0.002670302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04330188,"about_ca_topic_score_gemma":0.113494,"domain_scores_codex":[0.9996204,0.0001236863,0.00002414384,0.00003872123,0.0000662876,0.0001266923],"domain_scores_gemma":[0.9995042,0.0001426616,0.0001468132,0.00001843322,0.0000579179,0.0001300227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001475511,0.00008763935,0.1979911,0.0005670877,0.00001747726,0.00583391,0.7392908,0.0002414549,0.006283581,0.003934226,0.0008858928,0.04471928],"study_design_scores_gemma":[0.000006408661,0.0001058139,0.2612618,0.0001072496,0.00001455779,0.0009465474,0.726786,0.0002758937,0.0006970855,0.0002886052,0.009492925,0.00001706185],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997126,0.00008067443,0.00004982242,0.00007207312,0.000001883324,0.000009551229,0.00001536609,8.405574e-7,0.002643853],"genre_scores_gemma":[0.9989477,0.00009609001,0.00009488707,0.00001240282,6.712349e-7,0.00000651498,0.00001032887,0.000001150147,0.0008302304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04330188,"threshold_uncertainty_score":0.08609968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04765117239948631,"score_gpt":0.2230216756884876,"score_spread":0.1753705032890013,"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."}}