{"id":"W7149881386","doi":"","title":"University Budget Advisory Committee Meeting Minutes (February 17, 2020)","year":2019,"lang":"","type":"article","venue":"CSUSB ScholarWorks (California State University, San Bernardino)","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Advisory committee; Quarter (Canadian coin); Government (linguistics); Work (physics)","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003347928,0.001110535,0.001391647,0.001043232,0.005428824,0.0008089863,0.003811675,0.0008077597,0.008167383],"category_scores_gemma":[0.0005520135,0.001409527,0.0009331319,0.004173672,0.002332476,0.002635901,0.003228715,0.00326376,0.007209036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002982608,"about_ca_system_score_gemma":0.001775921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007491173,"about_ca_topic_score_gemma":0.003568868,"domain_scores_codex":[0.9881798,0.003494063,0.0008248196,0.002135227,0.00257261,0.002793491],"domain_scores_gemma":[0.9923577,0.001938797,0.0008988154,0.001486009,0.001556761,0.00176197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009088768,0.000838884,0.5816187,0.0003019425,0.001504606,0.0007811755,0.01730708,0.001085822,0.0002433523,0.001351918,0.3896323,0.004425348],"study_design_scores_gemma":[0.002825414,0.0002245778,0.08352843,0.0005417269,0.0003859915,0.000009181344,0.09417412,0.000257402,0.00004548565,0.0004005187,0.8159971,0.001610111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.811917,0.00246002,0.0001838435,0.01238178,0.002636648,0.002104098,0.001964908,0.0004595097,0.1658922],"genre_scores_gemma":[0.7779683,0.01172431,0.001113455,0.0005049462,0.0007241642,0.000001705987,0.0001638823,0.0001285604,0.2076707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4980903,"threshold_uncertainty_score":0.999118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188706602487332,"score_gpt":0.2569811489220365,"score_spread":0.2450940828971632,"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."}}