{"id":"W32178562","doi":"10.25071/1708-6701.38562","title":"A First-Timer’s Sampler: Notes from MLA 2014, Atlanta, Georgia","year":2014,"lang":"en","type":"article","venue":"CAML Review / Revue de l ACBM","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atlanta; Documentation; Timer; Library science; Visual arts; History; Computer science; Art; Archaeology; Telecommunications; Metropolitan area","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01683119,0.001171849,0.001272231,0.004458371,0.005453574,0.009153771,0.003246556,0.01265672,0.01553367],"category_scores_gemma":[0.04078006,0.0009837109,0.00147929,0.005486519,0.003304586,0.008888474,0.005267074,0.01376358,0.01116214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01093025,"about_ca_system_score_gemma":0.02670491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08202151,"about_ca_topic_score_gemma":0.1831312,"domain_scores_codex":[0.9926542,0.001702022,0.0007290812,0.0009341361,0.003087552,0.0008930436],"domain_scores_gemma":[0.9753534,0.008489826,0.001382114,0.0009701013,0.01068748,0.00311703],"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":[0.00001099901,0.00000680205,0.00003330959,0.0002103707,0.000002730001,0.00002468162,0.00009214525,0.000008273473,0.00002503164,0.001757505,0.9897498,0.008078317],"study_design_scores_gemma":[0.000005125618,0.00000781205,0.0003754916,0.000773818,0.000004276248,0.00002265209,0.0001433399,0.000004888833,0.00002374628,0.0006246202,0.9980049,0.000009345841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002510882,0.195145,0.0003184826,0.6733259,0.1174352,0.0001220019,0.0005693876,0.0001005266,0.01273254],"genre_scores_gemma":[0.003006416,0.1269104,0.001088121,0.7733125,0.0321626,0.0003465221,0.0003968697,0.0002532568,0.06252336],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08202151,"threshold_uncertainty_score":0.1630882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08187609319129469,"score_gpt":0.2428895947087555,"score_spread":0.1610135015174608,"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."}}