{"id":"W6987299109","doi":"","title":"Sixteenth Annual International Graduate Student Conference on Transatlantic History University of Texas at Arlington","year":2015,"lang":"en","type":"other","venue":"OpenEdition (OpenEdition)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Liberal arts education; Graduate students; The arts; Graduate research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001138873,0.0006753114,0.0005771721,0.0007203409,0.002809683,0.007570335,0.0007095332,0.001639077,0.5141466],"category_scores_gemma":[0.00137959,0.0002270265,0.000339053,0.0009832536,0.0007015758,0.002045442,0.003809487,0.002454917,0.2115048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002212635,"about_ca_system_score_gemma":0.006851743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006016688,"about_ca_topic_score_gemma":0.02487627,"domain_scores_codex":[0.9992663,0.00009675729,0.00002476326,0.0001044123,0.0002996962,0.000207994],"domain_scores_gemma":[0.9985965,0.00005028345,0.00003888484,0.00007640857,0.000405998,0.0008318442],"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":[0.00001431905,0.00002307932,0.0001671248,0.00002778365,8.989676e-7,0.00002652148,0.0001298354,0.000014698,0.00008106307,0.003154709,0.979422,0.016938],"study_design_scores_gemma":[0.000001542802,0.000006427344,0.0002777349,0.00004691181,5.730734e-7,0.000009701863,0.0002657525,0.00000901395,0.00002978861,0.0001682743,0.9991824,0.000001875081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00288331,0.004869873,0.00050712,0.0237111,0.03166947,0.0001041633,0.001311822,0.0003458908,0.9345972],"genre_scores_gemma":[0.003557025,0.001297001,0.0001517787,0.0005618788,0.0008920738,0.00002559612,0.0003664403,0.0000913206,0.9930568],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5141466,"threshold_uncertainty_score":0.6930109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04786525172760398,"score_gpt":0.2620186655997473,"score_spread":0.2141534138721433,"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."}}