{"id":"W7062995174","doi":"","title":"2019-2020 Year in Review","year":2020,"lang":"en","type":"report","venue":"eCommons (Cornell University)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Center (category theory); Real estate; Estate; Agency (philosophy); Quarter (Canadian coin)","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"],"consensus_categories":[],"category_scores_codex":[0.00008739142,0.0002894272,0.0005377473,0.0001597105,0.00001803856,0.0000163844,0.0003641365,0.0001766158,0.0002619569],"category_scores_gemma":[0.00001943553,0.0003713897,0.0001716932,0.0006985652,0.00001461396,0.0001029054,0.0001203808,0.0007384848,0.0005420718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004230615,"about_ca_system_score_gemma":0.00009489986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001195097,"about_ca_topic_score_gemma":0.0001293738,"domain_scores_codex":[0.9990773,0.00001616244,0.0002094928,0.0002889391,0.0001384708,0.0002696668],"domain_scores_gemma":[0.9993696,0.00002368834,0.0000505871,0.0003724637,0.00003944844,0.0001442432],"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":[0.000005358971,0.00004034788,0.0007868612,0.00511453,0.0002256779,0.0008134318,0.00004122229,0.01463555,0.00006288231,0.001065155,0.9754396,0.001769402],"study_design_scores_gemma":[0.00013982,0.00001216292,0.0008035878,0.001326057,0.00007239628,0.000007150506,0.000009998814,0.002305902,0.000004444981,0.00003283896,0.9948555,0.0004301378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001411266,0.007251183,0.0002379149,0.00007221262,0.001417176,0.0003732603,0.0002766123,0.0006171711,0.9883432],"genre_scores_gemma":[0.5969193,0.3846467,0.0002387109,0.00009428497,0.001200873,0.000002773261,0.0006299344,0.0005913747,0.015676],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9726672,"threshold_uncertainty_score":0.9998738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02937376050871227,"score_gpt":0.1860378925149056,"score_spread":0.1566641320061933,"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."}}