{"id":"W4242083015","doi":"10.1016/s0883-153x(06)00058-0","title":"Dissertation titles US, UK, and Canadian dissertations","year":2006,"lang":"en","type":"article","venue":"Polymer Contents","topic":"Political Systems and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Political science; Regional science; Environmental science; Sociology; 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":[],"consensus_categories":[],"category_scores_codex":[0.00004026755,0.00004210277,0.00005343429,0.00002162362,0.0002634104,0.00004914361,0.00004989436,0.00003250175,0.00009388967],"category_scores_gemma":[0.00004017095,0.00003926653,0.0000158873,0.00005815337,0.00005807296,0.00007550618,0.000002772157,0.00002368513,0.00004089415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004180269,"about_ca_system_score_gemma":0.00005540079,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9852883,"about_ca_topic_score_gemma":0.9748638,"domain_scores_codex":[0.9994941,0.00002178834,0.00008109232,0.00008372635,0.0001078107,0.0002114737],"domain_scores_gemma":[0.9997231,0.00002602123,0.00002439236,0.00004401238,0.0000257457,0.0001567524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00000112069,0.000007469782,0.3994465,0.000001911849,0.000003997221,0.000001854151,0.0006298125,6.044165e-8,0.000480626,0.5981773,0.0006580042,0.0005913865],"study_design_scores_gemma":[0.0000914671,0.0000035511,0.9668526,0.00001367247,0.000005438028,2.557866e-7,0.000474949,0.00000901075,0.0003362561,0.001018999,0.03111956,0.00007423826],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8695766,0.000502057,0.000008454623,0.001283141,0.0001349164,0.00006899407,0.0000208136,0.00001270854,0.1283923],"genre_scores_gemma":[0.9650348,0.000006238889,0.000005963573,0.0001670972,0.00008330018,0.000007577228,0.000007511674,0.000003664464,0.03468381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5971583,"threshold_uncertainty_score":0.2025966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01455176241979702,"score_gpt":0.2822192538470185,"score_spread":0.2676674914272215,"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."}}