{"id":"W7009140617","doi":"","title":"DRMI Newsletter / Issue 54 August 2017","year":2017,"lang":"en","type":"other","venue":"Calhoun: The Naval Postgraduate School Institutional Archive (Naval Postgraduate School)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Period (music); Government (linguistics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001269354,0.0007416147,0.0003173039,0.001356976,0.002316285,0.00458591,0.0009520747,0.00192954,0.65966],"category_scores_gemma":[0.003239669,0.0002858592,0.0003352632,0.0009656152,0.0004448837,0.002133049,0.002077361,0.002190578,0.5128393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002294388,"about_ca_system_score_gemma":0.003631353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008701795,"about_ca_topic_score_gemma":0.03051717,"domain_scores_codex":[0.9991849,0.00006493317,0.00002529512,0.00006275068,0.0005003634,0.0001617442],"domain_scores_gemma":[0.9975653,0.0001584843,0.00009306383,0.0001406018,0.001061305,0.0009812525],"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":[0.000007928339,0.00001521452,0.000058316,0.00001470084,2.758399e-7,0.00001553515,0.00001122416,0.000004535826,0.00002944637,0.0004664341,0.9924998,0.006876621],"study_design_scores_gemma":[0.000003437631,0.000005136667,0.0003285586,0.00002822172,2.923237e-7,0.00001088138,0.00005228139,0.00001114772,0.00005195801,0.00007773778,0.9994286,0.000001767943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006408561,0.0006006536,0.0001834569,0.008487203,0.008403488,0.0001121178,0.003903977,0.0008668731,0.9768014],"genre_scores_gemma":[0.0009760475,0.0002338643,0.00006220068,0.0008280993,0.0007709766,0.00002519192,0.001345972,0.0001997473,0.9955581],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.65966,"threshold_uncertainty_score":0.4854536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03053707752967277,"score_gpt":0.2893255141607664,"score_spread":0.2587884366310936,"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."}}