{"id":"W4247722613","doi":"10.1007/978-3-030-02721-6_240-1","title":"Risorgimento, The","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"European Political History Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004379822,0.000158599,0.0001729608,0.00003031736,0.0002130093,0.00007713525,0.0002372512,0.00003056787,0.1354796],"category_scores_gemma":[0.000007675507,0.00009260149,0.0002166977,0.000002053506,0.0004256315,0.00002806613,0.00006792338,0.0002475218,0.02188601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002903122,"about_ca_system_score_gemma":0.00001294106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002548907,"about_ca_topic_score_gemma":0.0001506247,"domain_scores_codex":[0.9993825,0.00001196033,0.0001735504,0.0001738017,0.0001592805,0.00009891915],"domain_scores_gemma":[0.9995247,0.00005272723,0.00005744493,0.0002623687,0.00003847557,0.00006434731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000103237,0.000001646135,1.86939e-8,0.000004874041,0.0000736421,0.000007781463,0.0009202001,5.207827e-8,7.768391e-8,0.7660259,0.2328417,0.0001230578],"study_design_scores_gemma":[0.00002192552,0.00001825345,6.598789e-8,0.000007533919,0.0001692115,3.282057e-7,0.00006927748,0.000004671341,5.852863e-7,0.05539236,0.9441917,0.0001240772],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[1.042519e-7,0.0004095937,0.000005340421,0.00203986,0.000169062,0.00005839121,0.00003172519,0.00008660364,0.9971993],"genre_scores_gemma":[0.0006859569,0.00001488071,0.000005107231,0.005648214,0.00140075,0.000001216633,0.00001547299,0.00004126748,0.9921871],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.71135,"threshold_uncertainty_score":0.9788756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05114221467622828,"score_gpt":0.2021269231401603,"score_spread":0.150984708463932,"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."}}