{"id":"W2623715139","doi":"10.33137/aestimatio.v11i0.26069","title":"Greek and Roman Musical Studies 1","year":2015,"lang":"en","type":"article","venue":"Aestimatio Sources and Studies in the History of Science","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Musical; Art; Literature","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003092307,0.00009823927,0.000272961,0.00009395116,0.0007623241,0.00002047846,0.0003293424,0.00002173054,0.000001085225],"category_scores_gemma":[0.003456159,0.00006322395,0.00001990095,0.0003349537,0.03224098,0.0002612048,0.0003274521,0.00008832076,0.000001368016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002795344,"about_ca_system_score_gemma":0.0001384631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003748244,"about_ca_topic_score_gemma":0.001992502,"domain_scores_codex":[0.9985642,0.0001252139,0.0002011689,0.0002417188,0.0006269701,0.0002406715],"domain_scores_gemma":[0.9988878,0.0005910312,0.0001031818,0.0001213915,0.0002234886,0.00007310609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007874476,0.00003803668,0.004131779,0.00004428385,0.00002006158,0.000007459295,0.9383885,0.000006556523,0.00001501111,0.03380778,0.01788769,0.005644966],"study_design_scores_gemma":[0.000374258,0.0002412324,0.01063183,0.0001358808,0.00004493309,0.00001416251,0.7801196,0.000308029,0.000002262537,0.02341665,0.1844775,0.0002336058],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9347459,0.04527461,0.000009290435,0.01001381,0.0007786,0.00016489,8.477021e-7,0.00002170042,0.008990322],"genre_scores_gemma":[0.9954455,0.001797159,0.0007091446,0.0002797152,0.00005634912,0.00001275706,4.393076e-8,0.000002423825,0.001696932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1665899,"threshold_uncertainty_score":0.9703927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2127834215998999,"score_gpt":0.3858324338128072,"score_spread":0.1730490122129073,"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."}}