{"id":"W6902529704","doi":"10.7298/m6pg-k180","title":"Fast Radio Burst Community Newsletter - Volume 2, Issue 09","year":2021,"lang":"en","type":"other","venue":"eCommons (Cornell University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Foundation (evidence)","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003459247,0.001070691,0.001279369,0.002339012,0.0005690844,0.0001592389,0.002638331,0.001044694,0.06942151],"category_scores_gemma":[0.00005487402,0.001416444,0.0006085716,0.00264752,0.0006277042,0.0002135822,0.001389848,0.002892914,0.0369965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009532565,"about_ca_system_score_gemma":0.0002284936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008271347,"about_ca_topic_score_gemma":0.01788213,"domain_scores_codex":[0.9954211,0.001856336,0.0003539951,0.001020877,0.0003034329,0.001044282],"domain_scores_gemma":[0.9950042,0.0001602364,0.0005812952,0.003595485,0.0001222738,0.000536461],"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":[0.00004237564,0.000515554,0.004948882,0.0001361491,0.0005838941,0.001229382,0.0002221152,0.000210176,0.0000586538,0.0005433416,0.9913071,0.000202397],"study_design_scores_gemma":[0.001344974,0.00007012788,0.001855568,0.0003696746,0.0003877297,0.00004836573,0.0007572258,0.000172612,0.00001898097,0.00004481905,0.9935631,0.001366835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001927223,0.0004586493,0.0004816433,0.0003049517,0.001038079,0.0005724809,0.001499972,0.001288765,0.9924282],"genre_scores_gemma":[0.004055686,0.0001028341,0.0004251014,0.0003701697,0.0008648034,0.000001665245,0.001746982,0.001879899,0.9905528],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.032425,"threshold_uncertainty_score":0.9994075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03290428152976712,"score_gpt":0.2020876188062198,"score_spread":0.1691833372764527,"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."}}