{"id":"W4235849499","doi":"10.3386/w23337","title":"Queens","year":2017,"lang":"it","type":"report","venue":"National Bureau of Economic Research","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008555285,0.0003325497,0.0007676723,0.001542053,0.002071577,0.0006422975,0.001416827,0.0005071839,0.01932597],"category_scores_gemma":[0.002515321,0.0003729394,0.0004893776,0.00004476267,0.002237132,0.0007396826,0.0003516512,0.001296862,0.003745055],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002891073,"about_ca_system_score_gemma":0.009759832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01170644,"about_ca_topic_score_gemma":0.004234676,"domain_scores_codex":[0.9943456,0.000313581,0.001149767,0.0007733459,0.002861854,0.0005558733],"domain_scores_gemma":[0.9906546,0.001386895,0.001065162,0.000686616,0.006023993,0.0001827163],"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":[0.000046273,0.0001174268,0.0002027349,0.0001932492,0.0002660049,0.000009819127,0.0002747007,0.00002114539,0.000008572195,0.6420763,0.3563242,0.0004595607],"study_design_scores_gemma":[0.0003342057,0.00009047108,0.0006780397,0.0002059945,0.0000303475,0.00001315458,0.00009771228,0.00005178412,0.00003358393,0.2721044,0.7260997,0.000260651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001740405,0.002098529,4.289795e-7,0.0007146737,0.003590589,0.000511808,0.0006637317,0.00001623949,0.9906636],"genre_scores_gemma":[0.3661286,0.002447272,0.00002001125,0.00002155358,0.007168782,0.00007053252,0.0009375953,0.00005297217,0.6231527],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3699719,"threshold_uncertainty_score":0.9998723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5566268846880561,"score_gpt":0.5265480476108519,"score_spread":0.03007883707720416,"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."}}