{"id":"W6947659519","doi":"10.4224/23000464","title":"Cosmic radio bursts","year":2016,"lang":"en","type":"article","venue":"NPARC","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004906134,0.0006637615,0.001279403,0.002920306,0.002924875,0.00615382,0.002117373,0.003345509,0.3452695],"category_scores_gemma":[0.04697885,0.0005257775,0.0007601735,0.001361467,0.001397685,0.002025036,0.003629773,0.002659258,0.1941037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002397145,"about_ca_system_score_gemma":0.005259517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002480428,"about_ca_topic_score_gemma":0.007061589,"domain_scores_codex":[0.9937592,0.0008412198,0.0003241753,0.0006233368,0.003823672,0.0006285363],"domain_scores_gemma":[0.9239315,0.004811851,0.001955706,0.009260295,0.05169648,0.008344214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001008761,0.00001757119,0.0008312877,0.0002857994,0.00002383789,0.0002833162,0.00007646916,0.00003837177,0.0006318934,0.001678986,0.9620773,0.03395425],"study_design_scores_gemma":[0.00002974577,0.00002086879,0.002936801,0.0001740328,0.00001696225,0.0002172845,0.000136296,0.0001473102,0.0006406233,0.001026061,0.9946343,0.00001961079],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01192349,0.005832904,0.002816711,0.07312429,0.3893887,0.0009306339,0.01174905,0.003111029,0.5011231],"genre_scores_gemma":[0.03814116,0.003787857,0.001919802,0.005840344,0.04259768,0.0002231806,0.01086668,0.00174098,0.8948822],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3452695,"threshold_uncertainty_score":0.9338936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009177322599864066,"score_gpt":0.2190631023789193,"score_spread":0.2098857797790553,"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."}}