{"id":"W2972019365","doi":"10.3138/cjh.54.1-2.11-br23","title":"Keith Thor Carlson, John Sutton Lutz, David M. Shaepe, and Naxaxalhs’I (Albert “Sonny” McHalsie, <i>Towards a New Ethnohistory: Community-Engaged Scholarship Among the People of the River</i>","year":2019,"lang":"en","type":"article","venue":"Journal of History","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Scholarship; Ethnohistory; Sociology; Anthropology; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00923374,0.0002537458,0.0006182662,0.0001207051,0.004609187,0.00003227968,0.001230266,0.0002084436,0.0001826302],"category_scores_gemma":[0.002440093,0.0001580851,0.0003796373,0.0003403838,0.001671349,0.0006473649,0.0001939402,0.004113124,0.00001031632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001197779,"about_ca_system_score_gemma":0.001230522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003916961,"about_ca_topic_score_gemma":0.02624239,"domain_scores_codex":[0.9917502,0.006145864,0.0005620056,0.0001852757,0.00101381,0.0003428487],"domain_scores_gemma":[0.9970933,0.0005144887,0.00112731,0.000554724,0.0004887254,0.0002214209],"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":[0.0001129181,0.0001163378,0.02615974,0.00007069069,0.0001524549,0.000006513731,0.8423087,0.0000069898,0.0009168918,0.0006028647,0.128293,0.001252866],"study_design_scores_gemma":[0.0006702996,0.0001722515,0.1023496,0.0002227115,0.0002061472,0.00002290184,0.08622751,9.020014e-7,0.00003157325,0.0003626378,0.8095096,0.0002238047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8888963,0.03511015,0.000009981611,0.004951051,0.003672044,0.0004502859,0.00000824493,0.000027472,0.0668745],"genre_scores_gemma":[0.9704354,0.0005120177,0.00008962963,0.000590704,0.0003573367,0.000004644336,6.07478e-7,0.0000257377,0.02798388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7560812,"threshold_uncertainty_score":0.9981844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03335642126824867,"score_gpt":0.2656322710461394,"score_spread":0.2322758497778907,"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."}}