{"id":"W4235849938","doi":"10.5403/oregonhistq.119.1.0138","title":"","year":2018,"lang":"","type":"article","venue":"Oregon Historical Quarterly","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frontier; Secularism; Reading (process); Block (permutation group theory); Identity (music); Sociology; Religious studies; History; Ethnology; Geography; Political science; Law; Islam; Archaeology; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.002715582,0.001665171,0.002314495,0.0004168636,0.0261448,0.0004748387,0.002491588,0.001370435,0.001570986],"category_scores_gemma":[0.0006440874,0.001625348,0.001410372,0.003947877,0.008135166,0.002390009,0.0001405381,0.001468837,0.001491127],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01574305,"about_ca_system_score_gemma":0.0008604608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004764796,"about_ca_topic_score_gemma":0.02920507,"domain_scores_codex":[0.9849305,0.002668405,0.002469234,0.003054154,0.0032257,0.003651983],"domain_scores_gemma":[0.9922075,0.0001897342,0.001323401,0.001648347,0.002322087,0.002308927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007608407,0.001319533,0.0006251627,0.00007069894,0.0002666705,0.00010518,0.7514213,1.730057e-7,0.0006995498,0.03768382,0.1293647,0.07768238],"study_design_scores_gemma":[0.00150612,0.01501147,0.0007458082,0.0001388681,0.0004116057,0.00001550799,0.1808966,0.00001555526,0.00001869803,0.005939415,0.7935019,0.001798455],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3530198,0.05331742,0.006250482,0.2108788,0.1240623,0.00523121,0.00008699869,0.002784781,0.2443683],"genre_scores_gemma":[0.9417214,0.0001871532,0.0004926407,0.001288422,0.01924631,0.0001839092,0.000005935388,0.0001112237,0.03676303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6641371,"threshold_uncertainty_score":0.999926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02114423118942546,"score_gpt":0.2745403807479623,"score_spread":0.2533961495585368,"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."}}