{"id":"W2144283978","doi":"10.5539/ass.v9n10p231","title":"The Development of Bamboo Basketry According to the Base of Creative Economy of the Thai Yo Ethnic Group in Northeast Thailand","year":2013,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Cultural and Artistic Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bamboo; Nonprobability sampling; Harmony (color); Ethnic group; Distribution (mathematics); Geography; Business; Sociology; Population; Mathematics; Visual arts; Anthropology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001332647,0.00007160674,0.000144724,0.00002486392,0.001526466,0.00003729558,0.0007312307,0.00002458059,0.00003368154],"category_scores_gemma":[0.0004102425,0.00003286056,0.0000542226,0.0009296917,0.001936945,0.0001743107,0.0002421893,0.00007757049,0.000005655767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008035098,"about_ca_system_score_gemma":0.0002669438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001914502,"about_ca_topic_score_gemma":0.01429745,"domain_scores_codex":[0.9988045,0.0001270916,0.0002700429,0.0001484453,0.0003762927,0.0002736444],"domain_scores_gemma":[0.9993034,0.0002206802,0.000182789,0.0001100525,0.0001376666,0.000045387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001218047,0.00006183127,0.1289181,0.00001178491,0.00002197366,1.480811e-7,0.4968839,0.000001050963,0.00150871,0.0726058,0.0003444087,0.2996301],"study_design_scores_gemma":[0.00006070714,0.0000103467,0.7382609,0.00002665991,0.000003501943,5.964267e-8,0.2579163,0.000003026594,0.0004670067,0.002207011,0.0009920209,0.00005246008],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7010774,0.0000541874,0.00003428209,0.008287749,0.0001717596,0.0004807228,0.000004560802,0.000005027945,0.2898843],"genre_scores_gemma":[0.9994299,0.000005534001,0.0001097773,0.00008141201,0.00006038766,0.00003120161,1.077461e-7,0.00000190428,0.0002797382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6093428,"threshold_uncertainty_score":0.9997734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03603294042355594,"score_gpt":0.30476892658282,"score_spread":0.268735986159264,"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."}}