{"id":"W6948810046","doi":"10.5281/zenodo.11485227","title":"Accessing the Republic. Entity extraction from the resolutions of the Dutch States-General.","year":2024,"lang":"en","type":"article","venue":"KNAW Research Portal (The Royal Netherlands Academy of Arts and Sciences)","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Named-entity recognition; Presentation (obstetrics); Entity linking; Information extraction; Ground truth; Named entity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001472671,0.0007168316,0.000696685,0.006303926,0.000990524,0.001900235,0.0009540561,0.0007042083,0.05229088],"category_scores_gemma":[0.00982509,0.0006407761,0.0005154644,0.009832126,0.0005511974,0.002682881,0.00253911,0.001130479,0.02917987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00127274,"about_ca_system_score_gemma":0.003233766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03429436,"about_ca_topic_score_gemma":0.0738833,"domain_scores_codex":[0.998988,0.0001666893,0.0001879116,0.000269799,0.0003128365,0.00007471164],"domain_scores_gemma":[0.9963708,0.00149659,0.0004569739,0.0006124967,0.0008600538,0.0002031266],"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":[0.0001431603,0.00008388652,0.005730323,0.00449655,0.00007022423,0.0009873793,0.003091353,0.0009006462,0.01151566,0.008792188,0.8538358,0.1103529],"study_design_scores_gemma":[0.00002510459,0.000009617339,0.01316342,0.0002577667,0.00002127012,0.0003743644,0.000797464,0.0009827116,0.003380363,0.001399835,0.9795599,0.00002827132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.007348293,0.000783433,0.007692592,0.0005083324,0.0001854129,0.0002348291,0.941977,0.00346621,0.03780382],"genre_scores_gemma":[0.01514774,0.0004290782,0.009691183,0.00007240647,0.00003415862,0.0002493797,0.9644485,0.001477704,0.00844985],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05229088,"threshold_uncertainty_score":0.1749305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1085317104998294,"score_gpt":0.3850994644245717,"score_spread":0.2765677539247423,"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."}}