{"id":"W4230974326","doi":"10.1017/9781316650974","title":"The 1848 Revolutions and European Political Thought","year":2018,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"European Political History Analysis","field":"Arts and Humanities","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Politics; History; Art history; Political science; Law","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":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.000243774,0.0002871696,0.0002716178,0.0001059759,0.001770767,0.0001831569,0.0005579011,0.00007899498,0.00002338646],"category_scores_gemma":[0.00005355339,0.0002479443,0.0002142825,0.000005052385,0.004062161,0.00007874452,0.0004715412,0.0004530636,0.0002109153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003364178,"about_ca_system_score_gemma":0.0001240317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001027813,"about_ca_topic_score_gemma":0.00004103292,"domain_scores_codex":[0.9982914,0.0003973256,0.0002103395,0.0004085361,0.0002072294,0.0004851417],"domain_scores_gemma":[0.9984691,0.0002622872,0.0001226622,0.0006182119,0.0002270306,0.0003007499],"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":[0.000009121518,0.00000426905,1.298911e-7,0.00001955843,0.00007483374,0.00006171636,0.0001423911,1.114362e-8,2.660163e-7,0.5828341,0.4168171,0.0000365526],"study_design_scores_gemma":[0.0001444625,0.00004149388,0.000005242429,0.00006929361,0.0004833296,0.000008323485,0.0002341632,0.00001066493,0.000001920404,0.00007234038,0.9986376,0.0002912247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001796329,0.0003305227,0.00001993898,0.0000850089,0.0003120825,0.0001461486,0.0004274934,0.0001377882,0.9985231],"genre_scores_gemma":[0.0005394152,0.00003727332,0.00001243563,0.0002264994,0.001765041,3.016227e-7,0.00003964816,0.00004779912,0.9973316],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5827617,"threshold_uncertainty_score":0.9999973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02712601274436065,"score_gpt":0.1908506858133995,"score_spread":0.1637246730690389,"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."}}