{"id":"W4239761730","doi":"10.31227/osf.io/nmf2k","title":"PERANAN NINIAK MAMAK DALAM MELESTARIKAN ADAT ISTIADAT MINANGKABAU DITENGAH ARUS GLOBALISASI: STUDI KASUS DI NAGARI PARAMBAHAN DAN NAGARI LABUAH","year":2018,"lang":"id","type":"preprint","venue":"","topic":"Cultural and Artistic Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Humanities; Political science; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.001782135,0.00224711,0.002738828,0.0001827292,0.005338152,0.001575122,0.003023021,0.001249113,0.001772594],"category_scores_gemma":[0.001572562,0.001755897,0.001088196,0.001112118,0.004984566,0.0005677958,0.004547511,0.001616477,0.001434761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126665,"about_ca_system_score_gemma":0.0007429472,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04294328,"about_ca_topic_score_gemma":0.1206641,"domain_scores_codex":[0.9874397,0.001215119,0.002077032,0.00348501,0.002819066,0.002964062],"domain_scores_gemma":[0.9936349,0.0008336998,0.001152419,0.001856913,0.001348419,0.0011737],"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":[0.0009925585,0.004477279,0.08592283,0.001688576,0.007443005,0.001444325,0.211444,0.00006261133,0.0007681783,0.1447613,0.4596595,0.08133575],"study_design_scores_gemma":[0.001732026,0.0007745902,0.08064712,0.001005191,0.001481328,0.00004915298,0.08715891,0.0001794508,0.0002208038,0.002670134,0.820142,0.003939262],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5278094,0.005736834,0.0001972008,0.0123601,0.0160013,0.003055609,0.001435966,0.001062699,0.4323409],"genre_scores_gemma":[0.8089682,0.005108862,0.001168104,0.0007528281,0.005418006,0.0002352893,0.0006585973,0.0001286581,0.1775614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3604825,"threshold_uncertainty_score":0.9994614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04559624348306614,"score_gpt":0.312644225534938,"score_spread":0.2670479820518719,"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."}}