{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"8fa2809a727e","filters":{"venue":"Università degli Studi di Pavia"}},"results":[{"id":"W2131799621","doi":"10.6092/1826-9001.11.1448","title":"Rethinking Counterpoint through Improvisation A Multidisciplinary Conversation with Edoardo Bellotti, Michele Chiaramida, Michael Dodds, Andreas Schiltknecht, Peter Schubert, and Nicola Straffelini","year":2012,"lang":"en","type":"article","venue":"Università degli Studi di Pavia","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Counterpoint; Improvisation; Conversation; Art history; Art; Sociology; Visual arts; Pedagogy; Communication","authors":[{"name":"Massimiliano Guido","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01305679323788603,"gpt":0.2209950871015088,"spread":0.2079382938636228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01654798,0.001084759,0.0007224786,0.001197584,0.01002152,0.01089103,0.002254749,0.008597406,0.006514181],"category_scores_gemma":[0.0413952,0.0006991816,0.000433764,0.0005665341,0.01142488,0.009305611,0.009931991,0.01308418,0.002069622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002162681,"about_ca_system_score_gemma":0.00181339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001613679,"about_ca_topic_score_gemma":0.002390892,"domain_scores_codex":[0.9809575,0.0146876,0.0002352245,0.001374826,0.001736571,0.001008273],"domain_scores_gemma":[0.9649595,0.02880567,0.0005827746,0.001142211,0.002272539,0.002237264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003945345,0.0003709683,0.00154965,0.0003848528,0.00004009054,0.00192539,0.6213036,0.001032288,0.007010975,0.08285384,0.2043852,0.07874849],"study_design_scores_gemma":[0.00005008074,0.0001586072,0.0007097743,0.0007442554,0.0000234645,0.0007620059,0.206181,0.002671607,0.004033595,0.02009177,0.7644535,0.0001203588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1640592,0.008846249,0.05722032,0.6363702,0.0228609,0.0003642871,0.0001116578,0.0008255722,0.1093415],"genre_scores_gemma":[0.8473995,0.004494353,0.01697767,0.06209756,0.007209749,0.0006004284,0.00008258611,0.001678644,0.05945955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01654798,"threshold_uncertainty_score":0.08751512,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2156282846","doi":"10.6092/1826-9001.11.1446","title":"Con la Mente e con le Mani Teaching and Learning the Art of Counterpoint on the Keyboard (1585-1671)","year":2012,"lang":"en","type":"article","venue":"Università degli Studi di Pavia","topic":"Renaissance Literature and Culture","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Counterpoint; Humanities; Philosophy; Art; Psychology; Pedagogy","authors":[{"name":"Massimiliano Guido","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01378941454864591,"gpt":0.1986393056549514,"spread":0.1848498911063055,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007774179,0.0008292181,0.0004921894,0.001358649,0.002107291,0.003487523,0.0004637088,0.001759548,0.5003566],"category_scores_gemma":[0.00160374,0.0003508401,0.0002087009,0.001107562,0.00104687,0.003579044,0.002034921,0.002112537,0.1790427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001773385,"about_ca_system_score_gemma":0.001647367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005978131,"about_ca_topic_score_gemma":0.0215243,"domain_scores_codex":[0.9994594,0.00009302241,0.00003300258,0.0001349514,0.0001903891,0.0000891947],"domain_scores_gemma":[0.9993246,0.0002188185,0.00005089749,0.000032232,0.000188967,0.0001845453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000186717,0.0001483192,0.0006635434,0.0003565522,0.000007100667,0.0002228061,0.001395933,0.0001078155,0.001730277,0.01899458,0.3492147,0.6269716],"study_design_scores_gemma":[0.000007466563,0.00005494905,0.002068074,0.0001528814,0.000002504659,0.0001543067,0.0003438227,0.00003101065,0.0002698048,0.000752979,0.9961573,0.000004888829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005560577,0.01124438,0.0007919213,0.004386249,0.00522422,0.00007274769,0.0004304721,0.0003074436,0.971982],"genre_scores_gemma":[0.008012181,0.002413691,0.0003887354,0.0004876437,0.0004091207,0.00003482557,0.000084879,0.0001387039,0.9880303],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5003566,"threshold_uncertainty_score":0.7126807,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}