{"id":"W2973113312","doi":"","title":"Rooted and Open : Background, Purpose, and Challenges","year":2019,"lang":"en","type":"article","venue":"Intersections Canadian Journal of Music","topic":"Cooperative Studies and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001386426,0.00007498403,0.0001554274,0.0002572268,0.0001729066,0.0003904566,0.0001288883,0.00002423661,0.0005241251],"category_scores_gemma":[0.00001958114,0.00006894264,0.00002680382,0.00008507634,0.0000426626,0.0008710636,0.00006482799,0.0001034291,0.00003877405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004372271,"about_ca_system_score_gemma":0.00005396938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01692496,"about_ca_topic_score_gemma":0.5364435,"domain_scores_codex":[0.9995868,0.00000452934,0.0001571261,0.00009843803,0.00002567518,0.0001274027],"domain_scores_gemma":[0.9996632,0.00001477938,0.0001049152,0.00006617012,0.0001115108,0.00003940536],"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":[0.0002369376,0.0001300705,0.3532338,0.0006308782,0.001446187,0.0001944891,0.01190633,0.0003302191,0.0002618282,0.1589215,0.09780569,0.3749021],"study_design_scores_gemma":[0.0008190473,0.00007696683,0.118498,0.0001001775,0.00004152216,0.0001003584,0.02737203,0.0003302868,0.000001020453,0.0007163472,0.8517584,0.0001858524],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599763,0.001412528,0.000009325609,0.003731808,0.0009923356,0.0001182695,0.000002066562,0.000002825618,0.0337546],"genre_scores_gemma":[0.9984214,0.0001422896,0.00002622449,0.0007551723,0.0003777286,0.000001539083,6.017526e-7,0.000008794918,0.0002662416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7539527,"threshold_uncertainty_score":0.9896214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06014858783024658,"score_gpt":0.2195575808594851,"score_spread":0.1594089930292385,"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."}}