{"id":"W4362462023","doi":"10.25071/1708-6701.1373","title":"Membership News, Announcements &amp; Books Received","year":2005,"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":"Documentation; History; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003510018,0.0002289785,0.0004839048,0.00003343911,0.0002935571,0.0001936081,0.0003153972,0.0000493814,0.0116381],"category_scores_gemma":[0.0003264619,0.0001824701,0.0001897036,0.00005048723,0.0001864739,0.0001833885,0.0001333312,0.00019394,0.003245034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001719777,"about_ca_system_score_gemma":0.00002184806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007291308,"about_ca_topic_score_gemma":0.0006829293,"domain_scores_codex":[0.9986052,0.0001050371,0.0003798555,0.0003143882,0.000181503,0.0004140027],"domain_scores_gemma":[0.9991499,0.0000777313,0.0001681476,0.0003289959,0.0001531336,0.0001221255],"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":[0.00001592177,0.0001555912,0.0004936773,0.001734538,0.0001312695,0.00002301515,0.005901786,0.000002552339,0.0000369059,0.1600522,0.7688461,0.06260645],"study_design_scores_gemma":[0.0001801051,0.00003941202,0.00005924285,0.001043104,0.0001124588,0.000005370996,0.0001856767,0.000002291065,0.000002993902,0.0004306091,0.9977075,0.0002312163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005151521,0.08014613,0.00001115248,0.01527984,0.0007036832,0.0008481905,0.0000685967,0.000195121,0.8975958],"genre_scores_gemma":[0.06543029,0.1639063,0.002725597,0.1410663,0.008674508,0.0007336129,0.0003021937,0.0001293202,0.6170319],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2805639,"threshold_uncertainty_score":0.9975311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1842131501661017,"score_gpt":0.2839924416247249,"score_spread":0.09977929145862316,"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."}}