{"id":"W6921415566","doi":"10.7298/p2jy-px24","title":"Fast Radio Burst Community Newsletter - Volume 2, Issue 08","year":2021,"lang":"en","type":"other","venue":"eCommons (Cornell University)","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Foundation (evidence); 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001007488,0.0002720683,0.0002978581,0.000411352,0.0001835024,0.0001182479,0.001725116,0.0002091459,0.002169708],"category_scores_gemma":[0.00001298522,0.0003463682,0.0001374379,0.0006453318,0.00005753904,0.0001241405,0.0006497878,0.0006831956,0.000521416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001663568,"about_ca_system_score_gemma":0.0001111928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009138691,"about_ca_topic_score_gemma":0.00054438,"domain_scores_codex":[0.9989519,0.000139276,0.0001198435,0.0003651538,0.0001098589,0.0003139448],"domain_scores_gemma":[0.9983448,0.00007378186,0.0001012415,0.00126135,0.00004433448,0.0001744768],"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":[0.000001004347,0.0001619365,0.0008725412,0.00008117185,0.0001266975,0.0001596105,0.0002593021,0.008770953,0.000008571216,0.01623705,0.9728773,0.0004438284],"study_design_scores_gemma":[0.0001749527,0.00001802704,0.001253472,0.0001180079,0.00002289697,0.000014147,0.0001073684,0.009797261,0.000003832647,0.0001323105,0.9879428,0.000414934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001931021,0.0002774512,0.2471482,0.0009429854,0.001675493,0.0001195749,0.0000243086,0.0003289219,0.7492899],"genre_scores_gemma":[0.005919864,0.00009669857,0.01146755,0.000277873,0.0004619665,6.450219e-7,0.0001055846,0.0001425125,0.9815273],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2356807,"threshold_uncertainty_score":0.9998989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0267637546007665,"score_gpt":0.1910650831717053,"score_spread":0.1643013285709388,"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."}}