{"id":"W2785253444","doi":"","title":"Caen Controversy: The Battle for Sword Beach 1944","year":2014,"lang":"en","type":"book","venue":"","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SWORD; Battle; History; Ancient history; Engineering","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006061227,0.0001814975,0.0003251245,0.00001802658,0.00240589,0.00004873707,0.0004036188,0.0002482365,0.0005699674],"category_scores_gemma":[0.0005843005,0.0001090923,0.0002568069,0.00003156824,0.0006017089,0.00004810545,0.0000381285,0.0002034567,0.0001502863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002279716,"about_ca_system_score_gemma":0.0003356424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000829351,"about_ca_topic_score_gemma":0.01142653,"domain_scores_codex":[0.99893,0.00009246566,0.0001554824,0.0002433133,0.0002984235,0.0002802904],"domain_scores_gemma":[0.9989028,0.0005491212,0.0001265194,0.000214585,0.0001454124,0.00006153451],"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":[0.000006013964,0.000003890988,9.696051e-7,0.00001034629,0.00005298661,1.895781e-7,0.009349613,1.820306e-7,2.472579e-7,0.2564765,0.7327415,0.001357545],"study_design_scores_gemma":[0.0001659665,0.0000315818,0.00000106331,0.0000180705,0.00009405188,1.24554e-7,0.005059979,6.875554e-7,2.088826e-7,0.00966473,0.9847921,0.0001714488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[2.208292e-7,0.002083897,0.0002983262,0.008934299,0.002864884,0.000505159,0.00003037287,0.00007787703,0.9852049],"genre_scores_gemma":[0.0003231574,0.00004871329,0.00006349524,0.0007919244,0.002908934,0.0001057485,0.00003576534,0.0000181623,0.9957041],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2520506,"threshold_uncertainty_score":0.9988928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02160137023476765,"score_gpt":0.2901743965845114,"score_spread":0.2685730263497437,"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."}}