{"id":"W2221652930","doi":"10.17723/aarc.63.2.72050g01j3v858j1","title":"Survey of Archives and Records Management Graduate Students at Ten Universities in the United States and Canada","year":2000,"lang":"en","type":"article","venue":"The American Archivist","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Salary; Work (physics); Medical education; Baseline (sea); Political science; Graduate degree; Public relations; Psychology; Medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001302532,0.0001015717,0.0001295397,0.00008167068,0.0002171592,0.00007535166,0.0002789898,4.516054e-7,0.000009586708],"category_scores_gemma":[0.000001362757,0.00006019766,0.00001571152,0.0000621556,0.001371272,0.00004384664,0.0001429903,0.00005533547,0.000001366868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001436852,"about_ca_system_score_gemma":0.00001285585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6507041,"about_ca_topic_score_gemma":0.5898726,"domain_scores_codex":[0.9991918,0.0001879711,0.0001264343,0.0001281819,0.0002153055,0.0001503562],"domain_scores_gemma":[0.9993595,0.0004085983,0.00006300645,0.0001325766,0.000006039323,0.00003030665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001331991,0.0005360809,0.04033156,0.0002396583,0.000846115,0.0001513016,0.1148184,0.0004292023,0.000001129652,0.05312417,0.01577029,0.77242],"study_design_scores_gemma":[0.0001273021,0.00009306688,0.9809206,0.00002045223,0.00001659373,0.000001597463,0.005689834,0.0001540022,2.53252e-7,0.002166592,0.01072815,0.00008160579],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9024845,0.000003684738,0.000001080892,0.0006780244,0.00001258791,0.0001351604,0.0002470862,0.000006009213,0.0964319],"genre_scores_gemma":[0.9880953,0.0006224832,0.000008580422,0.0006447407,0.00001172238,0.000006686786,0.000145937,0.00000620039,0.01045839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.940589,"threshold_uncertainty_score":0.5052509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02335268540352277,"score_gpt":0.2159162216358334,"score_spread":0.1925635362323106,"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."}}