{"id":"W1590349124","doi":"10.1080/00085006.2015.1036595","title":"The Viaz'ma catastrophe, 1941: the Red Army’s disastrous stand against Operation Typhoon","year":2015,"lang":"en","type":"article","venue":"Canadian Slavonic Papers","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fell; Battle; Typhoon; Aeronautics; History; Ancient history; Engineering; Operations research; Meteorology; Geography; Cartography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006629907,0.0001293016,0.0001141879,0.0000226248,0.004553743,0.0001135646,0.0003885883,0.00006904097,0.00004262204],"category_scores_gemma":[0.0003082502,0.00007804537,0.00006144831,0.0001994023,0.0006513803,0.0001167114,0.00001944651,0.0001866543,0.00008469077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138106,"about_ca_system_score_gemma":0.002093855,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03521071,"about_ca_topic_score_gemma":0.9086371,"domain_scores_codex":[0.9986027,0.0002495524,0.0001439462,0.0001987823,0.0002990386,0.0005059098],"domain_scores_gemma":[0.9990976,0.00002956059,0.0000540537,0.0002711207,0.00009913761,0.0004485603],"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":[0.00005837109,0.0000206796,0.0008223458,0.000005670414,0.0001656556,0.00005350269,0.2617652,0.0002753924,0.0002260521,0.03192229,0.6601241,0.04456075],"study_design_scores_gemma":[0.0001579864,0.00002472261,0.0002630297,0.000006769999,0.00001543803,8.733721e-7,0.1148092,0.000005761067,0.000002179163,0.0001024841,0.8845095,0.0001020807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03192007,0.01058109,0.000007368666,0.05545232,0.002550532,0.0007530962,0.00009365982,0.00008082914,0.8985611],"genre_scores_gemma":[0.9867916,0.0002802935,0.0000138788,0.000803321,0.0003689973,0.0000419161,0.00001492631,0.00001144642,0.01167366],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9548715,"threshold_uncertainty_score":0.9967422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02098303483877081,"score_gpt":0.2510030127221349,"score_spread":0.2300199778833641,"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."}}