{"id":"W4412890552","doi":"10.1515/9783111622767-202","title":"VIIAcknowledgments","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"European history and politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Azrieli Foundation","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009946285,0.0005514822,0.0005907543,0.001622852,0.004123565,0.004236463,0.001244884,0.00103662,0.1897845],"category_scores_gemma":[0.006546989,0.0002363007,0.0002860509,0.001388417,0.0007150638,0.002467044,0.001799839,0.002125984,0.06211965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004853925,"about_ca_system_score_gemma":0.002692717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02397153,"about_ca_topic_score_gemma":0.04470818,"domain_scores_codex":[0.9986901,0.0002183016,0.00003976016,0.0001652982,0.0007253131,0.0001612592],"domain_scores_gemma":[0.9960581,0.0006309614,0.0001243935,0.0002205148,0.002508474,0.0004575028],"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":[0.00001943297,0.00001860159,0.0003105581,0.00006448164,0.000002867177,0.000125148,0.0008662918,0.00005159234,0.0001980948,0.04515976,0.9168397,0.03634368],"study_design_scores_gemma":[0.000001636746,0.000002802671,0.0002827356,0.00005258144,0.000002072115,0.00006216737,0.0004640681,0.00004823198,0.0001512851,0.002588077,0.9963391,0.000005375591],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004749241,0.01161371,0.00321772,0.0759303,0.04799974,0.0001578044,0.003379622,0.0005940595,0.8523578],"genre_scores_gemma":[0.01623713,0.002908482,0.0007971305,0.007044138,0.002786229,0.00006588945,0.0007278592,0.000264662,0.9691684],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8102155,"threshold_uncertainty_score":0.6348926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0398830093587258,"score_gpt":0.3012399881482981,"score_spread":0.2613569787895723,"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."}}