{"id":"W3209770048","doi":"10.2172/1615717","title":"DARMA/vt FY20 Mid-Year Status Report","year":2020,"lang":"en","type":"report","venue":"","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Context (archaeology); Fiscal year; Operations research; Computer science; Geography; Engineering; Political science; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004324235,0.0007217884,0.0004042313,0.002800568,0.002190348,0.008170236,0.001890992,0.001709613,0.128336],"category_scores_gemma":[0.003447441,0.0004300757,0.0003940742,0.001316573,0.0003972343,0.001865784,0.002012728,0.001499036,0.1157973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004839026,"about_ca_system_score_gemma":0.01491576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09739213,"about_ca_topic_score_gemma":0.1088938,"domain_scores_codex":[0.997248,0.0001970283,0.00007413814,0.0001950039,0.001816857,0.0004689573],"domain_scores_gemma":[0.9964206,0.0001025496,0.0001404613,0.0002232298,0.00236247,0.0007506145],"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":[0.0001564542,0.0001366846,0.0013295,0.0001319214,0.000008966607,0.00007244817,0.00006452431,0.0002131628,0.001472665,0.00711479,0.9656751,0.02362366],"study_design_scores_gemma":[0.0000175103,0.00005963125,0.002222975,0.00005725003,0.000004153495,0.0000227164,0.00009337754,0.0001118096,0.0006087148,0.0005444573,0.996249,0.000008337202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007371292,0.002867458,0.003582288,0.008518068,0.005448316,0.001088346,0.1619683,0.003413744,0.8057421],"genre_scores_gemma":[0.02084588,0.001689116,0.002779318,0.001641336,0.0003941414,0.0006331159,0.124426,0.001019342,0.8465717],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.128336,"threshold_uncertainty_score":0.4293267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05172441314119638,"score_gpt":0.3073889467299325,"score_spread":0.2556645335887361,"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."}}