{"id":"W3097335879","doi":"10.1088/1367-2630/abde33","title":"SNEWS 2.0: a next-generation supernova early warning system for multi-messenger astronomy","year":2021,"lang":"en","type":"article","venue":"New Journal of Physics","topic":"Neutrino Physics Research","field":"Physics and Astronomy","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Institute of Technology; Laurentian University; TRIUMF; University of British Columbia, Okanagan Campus; University of British Columbia; University of Regina; McGill University","funders":"H2020 Marie Skłodowska-Curie Actions; Ministero dell’Istruzione, dell’Università e della Ricerca; European Commission; National Science Foundation","keywords":"Supernova; Milky Way; Galaxy; Neutrino; Warning system; Galactic astronomy; Detector","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003129893,0.0007627953,0.000711063,0.001162979,0.0004372977,0.001642275,0.001509254,0.0009665212,0.00944834],"category_scores_gemma":[0.003337494,0.0004486679,0.0005422884,0.0003032731,0.0004114029,0.001532984,0.002466765,0.001337537,0.004378099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005893366,"about_ca_system_score_gemma":0.0009978224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009590887,"about_ca_topic_score_gemma":0.001081651,"domain_scores_codex":[0.9989161,0.0001960268,0.00007898157,0.0001922507,0.0004264918,0.0001901198],"domain_scores_gemma":[0.9979783,0.0002184477,0.0002232434,0.0003335708,0.0006326766,0.0006139262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.009295154,0.001088493,0.05630559,0.0008427015,0.00051743,0.002045135,0.0008894542,0.01057067,0.1589689,0.04282627,0.2212974,0.4953527],"study_design_scores_gemma":[0.001817523,0.003292764,0.03413299,0.0003634766,0.000388748,0.001918287,0.0002337967,0.2095119,0.1230439,0.02024423,0.6044709,0.0005815057],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2008971,0.003160177,0.4790034,0.003086648,0.00249062,0.002547368,0.006857716,0.2373168,0.06464],"genre_scores_gemma":[0.7061157,0.0006603377,0.2341011,0.002074257,0.0007247268,0.0009440769,0.01459576,0.004455306,0.03632876],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00944834,"threshold_uncertainty_score":0.03160787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1086086940037648,"score_gpt":0.3257722397886903,"score_spread":0.2171635457849255,"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."}}