{"id":"W3127319408","doi":"","title":"Research Guides: Finding dissertations in history: US, Canadian and British dissertations","year":2011,"lang":"en","type":"libguides","venue":"","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History; Library science; Political science; Computer science","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001677477,0.000136747,0.0002786279,0.001084716,0.001337168,0.0003700646,0.0005788648,0.0001968401,0.003499685],"category_scores_gemma":[0.001236554,0.0001656575,0.00006908538,0.0006538567,0.0004084821,0.0003980169,0.00005966845,0.0005176814,0.00004190089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007024903,"about_ca_system_score_gemma":0.002467783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9926937,"about_ca_topic_score_gemma":0.9997678,"domain_scores_codex":[0.9976106,0.0003874097,0.0003670887,0.0004633018,0.0004515162,0.0007200487],"domain_scores_gemma":[0.9985892,0.0004582031,0.00007831393,0.0002439589,0.0001667767,0.0004635477],"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":[0.000001188487,0.00004093817,0.0528334,0.00004744786,0.00005027089,0.00007486131,0.03799328,0.000001394637,0.00000438253,0.08830319,0.812283,0.008366625],"study_design_scores_gemma":[0.00004612057,0.000007171937,0.07080538,0.000295529,0.00002294552,6.922198e-7,0.02621719,0.0000252343,2.59022e-7,0.001988194,0.9003475,0.0002437524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02640157,0.001515036,0.000007257924,0.001458107,0.0003862261,0.0003138937,0.0001866411,0.00004005297,0.9696912],"genre_scores_gemma":[0.3522111,0.004736942,0.001239558,0.0002808515,0.0003674151,0.0001117776,0.001378356,0.00005604257,0.6396179],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3300733,"threshold_uncertainty_score":0.9999629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1251044844622821,"score_gpt":0.3942353469623599,"score_spread":0.2691308625000778,"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."}}