{"id":"W4391586579","doi":"10.1515/9781787448322-001","title":"Foreword","year":2021,"lang":"en","type":"book-chapter","venue":"Boydell and Brewer eBooks","topic":"Historical and Contemporary Political Dynamics","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000914975,0.001079483,0.0009678616,0.001809408,0.002623362,0.005296795,0.00179777,0.002966331,0.7395658],"category_scores_gemma":[0.008728258,0.0003855762,0.0006850032,0.001697151,0.0007901468,0.004121643,0.002741822,0.00358772,0.7372894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001674285,"about_ca_system_score_gemma":0.002624251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002915792,"about_ca_topic_score_gemma":0.003745883,"domain_scores_codex":[0.9988574,0.000165036,0.00008585341,0.0002119133,0.0005406617,0.0001391038],"domain_scores_gemma":[0.99602,0.0006769224,0.0001718,0.0003192953,0.00208489,0.0007271192],"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":[0.0000107992,0.000009063516,0.00002835953,0.00005713468,8.93432e-7,0.00002711689,0.00002674842,0.000008116368,0.00004074324,0.001431258,0.9795894,0.01877041],"study_design_scores_gemma":[0.000002807333,0.000006840219,0.00008405485,0.00005809663,6.76055e-7,0.00004848566,0.00005378874,0.000007398615,0.00002892688,0.0005912136,0.9991153,0.000002339538],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005154859,0.005540632,0.001589492,0.03469072,0.09695349,0.0003325048,0.004889106,0.001617037,0.8538715],"genre_scores_gemma":[0.00214832,0.002481068,0.0005367756,0.0111455,0.01007756,0.0001288411,0.003078762,0.0007413219,0.9696619],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7395658,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03592879445978372,"score_gpt":0.1838675148762764,"score_spread":0.1479387204164927,"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."}}