{"id":"W2346097545","doi":"10.1093/whq/whw069","title":"A List of Dissertations","year":2016,"lang":"en","type":"article","venue":"Western Historical Quarterly","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Library science; Agriculture; Politics; Political science; Work (physics); History; Economic history; Sociology; Archaeology; Law; Engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003515664,0.00009377381,0.0001323825,0.00002074086,0.00005338135,0.00000118448,0.0001600569,0.00003366997,0.001247913],"category_scores_gemma":[0.000004083578,0.00005978507,0.0000772624,0.00008191885,0.0006202425,0.0001204877,0.00001874574,0.00003461875,0.0008561125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008127494,"about_ca_system_score_gemma":0.00000433299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004631363,"about_ca_topic_score_gemma":0.0001413333,"domain_scores_codex":[0.9991956,0.00002599018,0.0001956957,0.000203903,0.0002342244,0.0001445489],"domain_scores_gemma":[0.9995579,0.00004849806,0.00009384447,0.0001874882,0.000002416171,0.0001098955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001316881,0.001069653,0.4380995,0.00001827105,0.00003019312,0.00003401202,0.009109457,0.000007168069,0.341789,0.0006297085,0.03175638,0.177325],"study_design_scores_gemma":[0.0005942123,0.001203691,0.4547929,0.00003234846,0.00002663706,0.00001888371,0.0004178004,0.0000041297,0.0004332627,0.0008916203,0.5411753,0.0004091271],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844684,0.0000605815,0.004102318,0.001068846,0.0002279842,0.00008401869,0.000005856877,0.00003758093,0.00994442],"genre_scores_gemma":[0.967726,0.000004046035,0.0002459989,0.00008888321,0.0000280078,0.00001148951,9.837923e-7,0.00001069803,0.03188389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.509419,"threshold_uncertainty_score":0.9999219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007340984773490992,"score_gpt":0.197389523898427,"score_spread":0.1900485391249361,"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."}}