{"id":"W2479121524","doi":"10.1017/ccol9780521801928.004","title":"The Celtic guitar: crossing cultural boundaries in the twentieth century","year":2003,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Guitar; Celtic languages; Musical; Art; History; Popular music; Visual arts; Violin musical styles; Literature; Acoustics; Ancient history","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0002108745,0.0003700279,0.0003294605,0.00005361693,0.005446351,0.003819749,0.0007932438,0.0001484061,0.00003733048],"category_scores_gemma":[0.00002876913,0.0002229704,0.000248497,0.000005297242,0.005586125,0.0001428219,0.0004142281,0.0006768244,0.00002679323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002147459,"about_ca_system_score_gemma":0.00007873362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005881446,"about_ca_topic_score_gemma":0.0002371755,"domain_scores_codex":[0.9985558,0.0001088223,0.0002100207,0.0003523211,0.0003527351,0.0004202355],"domain_scores_gemma":[0.9990062,0.0001976808,0.0001989524,0.00037036,0.0001764839,0.00005033732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003380952,0.000009577427,0.00000171145,0.00002004847,0.00009218932,0.0001179046,0.00796438,2.814471e-7,3.759263e-7,0.8286796,0.1625999,0.0004802015],"study_design_scores_gemma":[0.0003118452,0.00003839323,0.00001831819,0.00006124343,0.0001208957,0.000003361772,0.01013099,0.000001305037,0.000001057508,0.0001498726,0.9888555,0.0003072558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000708595,0.00127897,0.000001095619,0.0002383442,0.001418164,0.0004716639,0.0001606387,0.00006255562,0.9956599],"genre_scores_gemma":[0.006049885,0.0002032763,0.00000434303,0.0005756958,0.0002520049,0.000001952865,0.00001836568,0.00002026662,0.9928742],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8285297,"threshold_uncertainty_score":0.9972144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07333389197731806,"score_gpt":0.2107743055915032,"score_spread":0.1374404136141851,"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."}}