{"id":"W7036266225","doi":"","title":"The Battle of Kapyong","year":2020,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Stock Market Forecasting Methods","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Battle; China; Maneuver warfare; Military tactics; Line (geometry)","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":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002549053,0.0002967858,0.000619978,0.0001105549,0.0001065999,0.0001145172,0.001429372,0.000305847,0.3849885],"category_scores_gemma":[0.01554331,0.0002003124,0.0002976817,0.00003567006,0.0003545344,1.663232e-7,0.000297611,0.0003062823,0.01046679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002337237,"about_ca_system_score_gemma":0.00006100449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001125282,"about_ca_topic_score_gemma":0.000554883,"domain_scores_codex":[0.995953,0.0004348329,0.001429851,0.0002775423,0.00161803,0.0002866925],"domain_scores_gemma":[0.9901245,0.006672041,0.001882289,0.0008548358,0.0003342484,0.0001321265],"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":[0.00007901254,0.00001043022,0.00000669624,0.00007616665,0.00004152958,0.000003600186,0.0001077326,0.00006353648,2.843553e-7,0.00006981565,0.964073,0.03546819],"study_design_scores_gemma":[0.0002421832,0.00010243,0.0000319295,0.0001139765,0.00002886605,0.00002262193,0.0001736457,0.00006803984,0.00001597626,0.0001411338,0.9988648,0.0001943766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001056654,0.000395209,0.000009173491,0.0004227175,0.001093594,0.0003121177,0.000104048,0.00008623149,0.9975663],"genre_scores_gemma":[0.0002266854,0.000102756,0.005969728,0.000103022,0.0001877665,0.000008761993,0.00001312919,0.00009240795,0.9932957],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3745218,"threshold_uncertainty_score":0.9927492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02706341528474772,"score_gpt":0.2719770424586325,"score_spread":0.2449136271738848,"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."}}