{"id":"W7093727116","doi":"","title":"9781909646445.pdf","year":2020,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; Queen's University; Leverhulme Trust","keywords":"Population; Politics; Urban history; Face (sociological concept)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005802739,0.0009897315,0.0005703369,0.001912765,0.001446307,0.01017109,0.00100382,0.001585972,0.8828139],"category_scores_gemma":[0.002319215,0.0004263656,0.0004737118,0.00321013,0.0007261626,0.004670712,0.004576972,0.001817305,0.9022295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008187844,"about_ca_system_score_gemma":0.001034462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001524749,"about_ca_topic_score_gemma":0.002230842,"domain_scores_codex":[0.9995149,0.00005899888,0.00002566966,0.0000789764,0.000256331,0.00006512482],"domain_scores_gemma":[0.9989178,0.0002190433,0.00005952342,0.0001468692,0.0003410432,0.0003157308],"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":[0.00001749272,0.00002040081,0.0001099059,0.0001879046,0.000002095501,0.0000355945,0.0001053823,0.00004541301,0.0003196838,0.005782586,0.7959357,0.1974378],"study_design_scores_gemma":[0.000001670592,0.000003781725,0.0001212541,0.00008443353,5.003723e-7,0.00002968068,0.00005174176,0.00001016937,0.00004208959,0.0004089794,0.9992434,0.000002313449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001535852,0.00101616,0.0005081383,0.0004771364,0.001246641,0.000031026,0.001257826,0.0007535271,0.994556],"genre_scores_gemma":[0.00062959,0.0009202747,0.0003205307,0.0002880308,0.0002368479,0.00003354726,0.001166649,0.0004839154,0.9959207],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1171861,"threshold_uncertainty_score":0.1671518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02984293504597021,"score_gpt":0.2253754519212668,"score_spread":0.1955325168752966,"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."}}