{"id":"W4392323084","doi":"10.1515/9781787442238-fm","title":"Frontmatter","year":2018,"lang":"en","type":"book-chapter","venue":"Boydell and Brewer eBooks","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001979659,0.0007107117,0.0005919241,0.001273553,0.001469177,0.004737372,0.0009175657,0.001452381,0.8662704],"category_scores_gemma":[0.0009466435,0.000330915,0.0003826578,0.001340306,0.000421452,0.003703104,0.002715433,0.001646071,0.7617365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008614119,"about_ca_system_score_gemma":0.0006208387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001207057,"about_ca_topic_score_gemma":0.00414449,"domain_scores_codex":[0.9997334,0.00002254398,0.00001141861,0.00006796996,0.000128065,0.00003658691],"domain_scores_gemma":[0.9997007,0.00005139416,0.00001825297,0.00005390398,0.00009121172,0.00008471071],"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":[0.00003089936,0.00004347542,0.0001640961,0.0001751121,0.000002372821,0.0001186037,0.0002322621,0.00005473719,0.0006068562,0.01544978,0.7584369,0.2246849],"study_design_scores_gemma":[0.000001896084,0.00000586567,0.0001349457,0.0000406442,5.405741e-7,0.00005321527,0.00005217515,0.00002008051,0.00006758293,0.000779726,0.9988416,0.000001799601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002640029,0.0008629932,0.0004342302,0.0004496636,0.0007033158,0.00002243335,0.0005680306,0.0006452419,0.9960502],"genre_scores_gemma":[0.0007229782,0.000309599,0.0001460119,0.0001340324,0.00006723812,0.000009240134,0.0002092701,0.0001831737,0.9982184],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1337296,"threshold_uncertainty_score":0.1907491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03306283080463607,"score_gpt":0.1982904241862478,"score_spread":0.1652275933816117,"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."}}