{"id":"W7028761574","doi":"","title":"Graduate Catalog The School of Computer and Information Sciences 2000-2001","year":2000,"lang":"en","type":"other","venue":"NSUWorks (Nova Southeastern University)","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Institution; Reputation; Lifelong learning; Higher education; Service (business); Graduate students; Academic institution; Professional development","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009507158,0.0001703801,0.0002507982,0.0004802065,0.0002531486,0.00008923642,0.000329182,0.0001388752,0.01040826],"category_scores_gemma":[0.000003266942,0.0001204646,0.0000902202,0.0001526834,0.001099375,0.0002243408,0.00009967326,0.0002302854,0.0003322728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009013726,"about_ca_system_score_gemma":0.00007130408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001516316,"about_ca_topic_score_gemma":0.00400882,"domain_scores_codex":[0.9992613,0.00006281312,0.0001471722,0.0001721497,0.0001621678,0.0001944173],"domain_scores_gemma":[0.9994799,0.00003896383,0.0001994603,0.0001844071,0.00003513984,0.00006215238],"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":[0.0002264643,0.0002458067,0.001839152,0.0003482579,0.001368307,0.00003831355,0.03893011,0.0001686045,0.000001270879,0.1382757,0.7585114,0.06004663],"study_design_scores_gemma":[0.0002519779,0.00004891618,0.000172498,0.0001065402,0.0001652655,0.000001907293,0.001710844,0.0002102946,2.497171e-7,0.00009035569,0.997076,0.0001651727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002814717,0.00009268643,0.0002690672,0.0003089561,0.0003233578,0.0001767472,0.0001939631,0.00005926739,0.9957612],"genre_scores_gemma":[0.05939401,0.000135015,0.00007536973,0.0008407856,0.0007725701,6.272588e-7,0.00009408426,0.00004480516,0.9386427],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2385646,"threshold_uncertainty_score":0.9904963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04080688813941569,"score_gpt":0.2039982991313331,"score_spread":0.1631914109919174,"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."}}