{"id":"W3125874818","doi":"10.3828/liverpool/9781789621860.003.0008","title":"Dismemberment at Windmill Point","year":2020,"lang":"en","type":"book-chapter","venue":"Liverpool University Press eBooks","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Battle; Windmill; Irish; Fraternity; History; Sociology; Gender studies; Law; Political science; Engineering; Ancient history","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003716814,0.0002825438,0.0002131429,0.0005823974,0.0146755,0.002429006,0.0006680965,0.0008208433,0.02270734],"category_scores_gemma":[0.0007199236,0.0002023362,0.0001362495,0.0005127019,0.003696628,0.001295576,0.002136076,0.002733838,0.002489954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007525724,"about_ca_system_score_gemma":0.00450112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.193332,"about_ca_topic_score_gemma":0.5657842,"domain_scores_codex":[0.9993772,0.00007752354,0.00000789079,0.00006190721,0.0001595207,0.0003159974],"domain_scores_gemma":[0.9996566,0.00003067597,0.00003655076,0.00001183718,0.00008956257,0.0001747242],"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":[0.0001153603,0.00008133967,0.01664139,0.0001359481,0.00001187189,0.006093266,0.6878238,0.0001610957,0.002403678,0.0720269,0.1469678,0.06753759],"study_design_scores_gemma":[0.000003662675,0.00006259422,0.01653676,0.0001185916,0.000003435788,0.0009905668,0.2689081,0.00004849576,0.0005207589,0.0006513395,0.712137,0.00001857465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5210181,0.001247078,0.00032198,0.005709293,0.001152621,0.00003123639,0.0001061706,0.0000553223,0.4703581],"genre_scores_gemma":[0.5943569,0.0007554223,0.0001236456,0.0007980249,0.0001015671,0.000009388766,0.00008856903,0.00004819587,0.4037183],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.193332,"threshold_uncertainty_score":0.3844135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02943089607467382,"score_gpt":0.2108939260993304,"score_spread":0.1814630300246566,"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."}}