{"id":"W3015646494","doi":"","title":"Library: Canadian Music Centre - Prairie Region - Composer Database: Manitoba Composers","year":2017,"lang":"en","type":"article","venue":"","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Database; Geography; Library science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001644218,0.000198738,0.000273774,0.0004723293,0.002119072,0.003001888,0.005303657,0.0001575165,0.003199694],"category_scores_gemma":[0.001131549,0.00013789,0.0001072076,0.0005004805,0.0007706692,0.004386711,0.0005440196,0.0005747225,0.002601604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006015109,"about_ca_system_score_gemma":0.0006595352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09622224,"about_ca_topic_score_gemma":0.4789661,"domain_scores_codex":[0.9956958,0.0002118836,0.000450026,0.0008450208,0.001906291,0.0008909762],"domain_scores_gemma":[0.9956551,0.0004566627,0.0002501276,0.002250193,0.0001525711,0.00123534],"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":[0.00001163251,0.00001403495,0.1435072,0.000002281836,0.000004487313,0.0001362319,0.0001270513,0.000004565431,0.0001089915,0.005708368,0.8418183,0.008556863],"study_design_scores_gemma":[0.00031023,0.00002081111,0.1365813,0.0000254946,0.000003442496,0.00001777054,0.001577636,0.001870213,0.0004803751,0.00589919,0.8529642,0.0002493207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3415746,0.0001059156,0.000449692,0.136986,0.001602359,0.0006975132,0.0001715057,0.0001541263,0.5182583],"genre_scores_gemma":[0.9296448,0.00003269743,0.0006630291,0.002988526,0.0002547765,0.000003324401,0.00003467779,0.0000178087,0.06636033],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5880702,"threshold_uncertainty_score":0.99918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2178760437455136,"score_gpt":0.3854751906215221,"score_spread":0.1675991468760085,"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."}}