{"id":"W7064815039","doi":"","title":"De Nederlandse revolutie in dorp en stad. Lokale revolutiegeschiedschrijving over de patriots-Bataafse tijd, 1875 tot heden","year":2017,"lang":"nl","type":"article","venue":"Leiden Repository (Leiden University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Historiography; Context (archaeology); Local history; Subject (documents); Quarter (Canadian coin); Industrial Revolution","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001262193,0.0006745168,0.0008066954,0.0008642509,0.001818923,0.001059953,0.002628577,0.0004790155,0.01002907],"category_scores_gemma":[0.0003777964,0.0008412591,0.0004427556,0.0005274294,0.0004191424,0.0005648417,0.001884118,0.001448052,0.0002410114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00084511,"about_ca_system_score_gemma":0.002372068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0551261,"about_ca_topic_score_gemma":0.00474394,"domain_scores_codex":[0.9943113,0.001124524,0.0007745022,0.001242655,0.0009171005,0.00162996],"domain_scores_gemma":[0.9952442,0.0005560041,0.0007965574,0.002377521,0.0002934931,0.0007322161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004406661,0.0003889254,0.9659826,0.0002768196,0.0002713871,0.002649158,0.0008436273,0.0001481443,0.01007734,0.00606252,0.007896492,0.004962363],"study_design_scores_gemma":[0.005291725,0.0003305627,0.7393979,0.001185176,0.0003984925,0.00004488229,0.003855736,0.002332008,0.002962127,0.0003060725,0.2425306,0.0013648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7565694,0.0006571349,0.0007069415,0.0008958671,0.00057306,0.001126159,0.00005722393,0.00007683256,0.2393373],"genre_scores_gemma":[0.7806683,0.0002062869,0.0004556008,0.00002745738,0.000708974,0.000009068418,0.00001916647,0.00005853156,0.2178467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2346341,"threshold_uncertainty_score":0.9999771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007799631200429241,"score_gpt":0.2361105938331847,"score_spread":0.2283109626327554,"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."}}