{"id":"W562575079","doi":"10.1163/9789004191860","title":"Finding common ground : new directions in First World War studies","year":2011,"lang":"en","type":"book","venue":"","topic":"World Wars: History, Literature, and Impact","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Militarization; German; Spanish Civil War; Law; Militarism; History; World War II; State (computer science); Political science; Economic history; Sociology; Politics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004769316,0.0003283403,0.0005869156,0.0006502607,0.001007733,0.00009696936,0.0003934783,0.0002645703,0.001329167],"category_scores_gemma":[0.0001304158,0.0003038999,0.0001972507,0.0004727501,0.0003742577,0.0003716043,0.00006943453,0.0006445286,0.0001848781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002337714,"about_ca_system_score_gemma":0.0008164702,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0238458,"about_ca_topic_score_gemma":0.7165092,"domain_scores_codex":[0.998221,0.0001273335,0.0003887306,0.0003951085,0.0003621519,0.0005056547],"domain_scores_gemma":[0.9988503,0.0003760395,0.0001907763,0.0002972558,0.00006456891,0.0002210811],"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":[0.000008593512,0.00003508984,0.0005849088,0.00002977882,0.00007349997,0.00001184582,0.07915575,4.365629e-7,1.087022e-7,0.04247563,0.875524,0.002100376],"study_design_scores_gemma":[0.000144857,0.00003157683,0.0006769535,0.0004056742,0.00004473954,5.939071e-7,0.001646678,2.548583e-7,5.789913e-7,0.01463234,0.9820575,0.0003582704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008489208,0.01800251,0.000001650197,0.0008154562,0.002872137,0.0003373481,0.00001273752,0.0001628091,0.9777105],"genre_scores_gemma":[0.002683879,0.003191205,0.0001132784,0.0002676954,0.001615455,0.00001419321,0.00002157038,0.00003753507,0.9920552],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6926634,"threshold_uncertainty_score":0.9999413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07101990980403353,"score_gpt":0.324398961579678,"score_spread":0.2533790517756445,"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."}}