{"id":"W6912855886","doi":"10.5281/zenodo.6767959","title":"Radiopurity.org: a Community Material Assay Database","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Radiation Detection and Scintillator Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Snolab; Tellabs (Canada)","funders":"","keywords":"Upload; Resource (disambiguation); Information resource; Track (disk drive); National database","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008880303,0.0000971458,0.000106326,0.0001756351,0.005563212,0.0003495559,0.0008746402,0.00001998962,0.06144287],"category_scores_gemma":[0.00009645641,0.00011057,0.00004727624,0.0004318831,0.00009558143,0.0001688444,0.001574612,0.0005366845,0.001332024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009917179,"about_ca_system_score_gemma":0.000003076577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008175713,"about_ca_topic_score_gemma":1.194443e-7,"domain_scores_codex":[0.9983477,0.0008045774,0.0001743422,0.0001964415,0.0002569339,0.0002200351],"domain_scores_gemma":[0.9991941,0.00001959774,0.00009148027,0.0005047356,0.000113337,0.00007678656],"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":[0.0002283549,0.001028191,0.0004621273,0.00005658924,0.0002160347,0.000014088,0.003602628,0.001298035,0.03446941,0.04379087,0.6708167,0.2440169],"study_design_scores_gemma":[0.0003432587,0.0001158757,0.0005082504,0.000002541102,0.000006755725,0.00002067019,0.002162733,0.0005612108,0.001938304,0.0003457671,0.9938601,0.0001345827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9061341,0.00001615961,0.001822096,0.0008352494,0.0003900866,0.0004179207,0.001858143,0.001691157,0.0868351],"genre_scores_gemma":[0.997665,0.000002294445,0.00006833654,0.00006082617,0.0001060871,1.534416e-7,0.001139877,0.0003469776,0.0006103773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3230433,"threshold_uncertainty_score":0.9994456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03732211129031229,"score_gpt":0.2481172816983086,"score_spread":0.2107951704079963,"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."}}