{"id":"W6977347743","doi":"10.7298/0b7p-tk78","title":"Fast Radio Burst Community Newsletter - Volume 3, Issue 08","year":2022,"lang":"en","type":"article","venue":"eCommons (Cornell University)","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Foundation (evidence); Key (lock)","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":[0.0016653,0.0009791483,0.0005837815,0.002040274,0.002146445,0.005996916,0.001040242,0.002739136,0.3542122],"category_scores_gemma":[0.004199609,0.0003383089,0.0004211732,0.001553504,0.0004161125,0.002279261,0.001695769,0.002776074,0.2346345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001064188,"about_ca_system_score_gemma":0.002234791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004398306,"about_ca_topic_score_gemma":0.01258012,"domain_scores_codex":[0.999253,0.00008211841,0.00002581955,0.00008506128,0.0004364552,0.0001174598],"domain_scores_gemma":[0.9952369,0.0009554887,0.000203989,0.0003063745,0.002243535,0.001053805],"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":[0.00003648074,0.00003360558,0.0001516951,0.00004140181,0.00000152616,0.00002323922,0.0000194901,0.00001003362,0.0002013913,0.0002644943,0.9793574,0.01985925],"study_design_scores_gemma":[0.00001461254,0.00002915778,0.0007810525,0.00006047871,0.000002991822,0.00002655956,0.00009891948,0.00004751005,0.0001318844,0.000112875,0.9986882,0.000005659836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004212765,0.005241701,0.002472498,0.04841545,0.1570392,0.0005391269,0.005745904,0.003692632,0.7726406],"genre_scores_gemma":[0.004863889,0.001978839,0.0006746176,0.005780891,0.02064779,0.0001172123,0.003017688,0.0007859755,0.9621332],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3542122,"threshold_uncertainty_score":0.9211379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03978091011608825,"score_gpt":0.2167511374723723,"score_spread":0.1769702273562841,"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."}}