{"id":"W4244829949","doi":"10.20944/preprints202010.0298.v2","title":"Cosmic Ray Extremely Distributed Observatory","year":2020,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Dark Matter and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Nuclear Physics; Academic Computer Centre Cyfronet, AGH University of Science and Technology; Infrastruktura PL-Grid","keywords":"Cosmic ray; Physics; Pierre Auger Observatory; COSMIC cancer database; Ultra-high-energy cosmic ray; Observatory; Astroparticle physics; Astrophysics; Astronomy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002617404,0.0006062696,0.0007122362,0.00006103018,0.000130769,0.00006825318,0.001288388,0.00009066342,0.002181383],"category_scores_gemma":[0.00002056405,0.0006635599,0.0004335453,0.0001626556,0.0000991171,0.0001221221,0.003140229,0.001290651,0.003901648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001333437,"about_ca_system_score_gemma":0.0003165001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002877846,"about_ca_topic_score_gemma":0.000001455913,"domain_scores_codex":[0.99696,0.0001435043,0.0006581293,0.001307077,0.0003706893,0.00056056],"domain_scores_gemma":[0.9975453,0.00005402778,0.0003915869,0.001552754,0.000117527,0.0003387745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007526381,0.0003587999,0.9716821,0.0002287553,0.0006920144,0.00001563827,0.0007677879,0.0005238024,0.008467686,0.001822043,0.01333191,0.002034202],"study_design_scores_gemma":[0.001139617,0.00002028404,0.6633286,0.0002420365,0.0002755028,9.468985e-7,0.0002994279,0.0003585278,0.00573298,0.2695948,0.05744753,0.001559808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9079016,0.0001184618,0.009070839,0.001551944,0.001127624,0.0008575491,0.001268413,0.0004126153,0.07769091],"genre_scores_gemma":[0.9953325,0.000008292393,0.0001250772,0.001297455,0.0006354208,0.0002646452,0.001345746,0.00008326504,0.0009076396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3083535,"threshold_uncertainty_score":0.9995816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1143041705114541,"score_gpt":0.3063638898419118,"score_spread":0.1920597193304576,"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."}}