{"id":"W6912631357","doi":"10.5281/zenodo.7785923","title":"News from the GGOS DOI Working Group - Presentation slides","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"GNSS positioning and interference","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geodetic datum; Identifier; Presentation (obstetrics); Object (grammar); Metadata; Data presentation; Data sharing; Unique identifier","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002137054,0.00009134252,0.00006960973,0.00008568809,0.001014338,0.0007140854,0.0005534806,0.00003691654,0.002320263],"category_scores_gemma":[0.000163671,0.00008163371,0.00003169455,0.0004041575,0.00005255504,0.0001749532,0.0002946263,0.0002056711,0.01031557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000056364,"about_ca_system_score_gemma":6.556716e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000605082,"about_ca_topic_score_gemma":0.00000168135,"domain_scores_codex":[0.9991075,0.0001250055,0.0001485218,0.0001864705,0.0001997872,0.0002327241],"domain_scores_gemma":[0.9995056,0.00005641545,0.00002718648,0.0002687252,0.00008096025,0.00006105089],"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":[0.00002370966,0.00003113284,0.00007045664,0.00003053463,0.00007863591,0.00000816392,0.00511751,0.005072676,0.01864839,0.003002501,0.7973849,0.1705314],"study_design_scores_gemma":[0.000242296,0.00005412471,0.007800719,0.00008147856,0.00001242541,0.00001099939,0.0009313524,0.01673885,0.0009692385,0.000655661,0.9723396,0.0001632365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4622741,0.0003794069,0.02910987,0.002280477,0.001109817,0.0009184637,0.0002703214,0.01144563,0.4922119],"genre_scores_gemma":[0.9971174,0.0001237757,0.0001065194,0.00006671856,0.000237542,8.709286e-8,0.001347368,0.000590717,0.0004098851],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5348433,"threshold_uncertainty_score":0.9985918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04344036062852694,"score_gpt":0.2317811808350951,"score_spread":0.1883408202065681,"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."}}