{"id":"W2790954113","doi":"10.1353/gsr.2018.0017","title":"The Necessity of Music: Variations on a German Theme by Celia Applegate","year":2018,"lang":"en","type":"article","venue":"German Studies Review","topic":"Historical Influence and Diplomacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"German; Theme (computing); Nationalism; History; Musical; Psychoanalysis; Psychology; Sociology; Literature; Art; Political science; Law","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":[0.0008761825,0.0001037381,0.0002929326,0.00001465034,0.001533003,0.00001966167,0.000326013,0.00003073863,0.0001539721],"category_scores_gemma":[0.0004495483,0.00006373359,0.00009639623,0.0003968996,0.0006976197,0.00009983333,0.00007857172,0.00008498184,0.00039062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008257783,"about_ca_system_score_gemma":0.00005417472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000259976,"about_ca_topic_score_gemma":0.0003388036,"domain_scores_codex":[0.9986897,0.0002385796,0.000313712,0.000167831,0.0003352806,0.0002549728],"domain_scores_gemma":[0.9988797,0.0003033861,0.0002017816,0.0002881138,0.0002607248,0.00006633627],"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":[0.00000608151,0.00007279857,0.00005130112,0.0002604768,0.0001116177,0.000001196032,0.01639986,2.425211e-8,0.00006751737,0.08679596,0.8437923,0.05244087],"study_design_scores_gemma":[0.00005113108,0.00003392639,0.0001744485,0.0002280142,0.00005221136,1.177701e-7,0.0002102742,5.202426e-7,0.00001644021,0.002708699,0.9964425,0.00008174287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01269335,0.5387765,0.0001186703,0.03096935,0.001566468,0.001986561,0.00005876903,0.0002040114,0.4136263],"genre_scores_gemma":[0.3578224,0.6167771,0.0001110636,0.0137538,0.001089331,0.0002397766,0.000007305693,0.00002263627,0.01017652],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4034498,"threshold_uncertainty_score":0.9997669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07581550125558596,"score_gpt":0.4342238602012246,"score_spread":0.3584083589456387,"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."}}