{"id":"W6969035037","doi":"10.5281/zenodo.5792932","title":"The 2021 CODATA RDA Research Data Science Summer School - ICTP Trieste moodle image","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Transportation Safety and Impact Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Upload; Service (business); Data archive; File format; Image file formats","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002754748,0.0002545812,0.0002679264,0.0006957849,0.003192463,0.00252268,0.004732389,0.0001370389,0.08701123],"category_scores_gemma":[0.001686899,0.0002313186,0.00006487966,0.003198198,0.0009192609,0.0006342212,0.001755615,0.0009227872,0.01109828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002005103,"about_ca_system_score_gemma":0.0000481514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001096483,"about_ca_topic_score_gemma":0.00002223565,"domain_scores_codex":[0.9964414,0.0003590171,0.0003803466,0.0007479781,0.001296507,0.0007747314],"domain_scores_gemma":[0.9959682,0.00007996979,0.00009255525,0.002677923,0.0008040605,0.0003772941],"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":[0.00001401364,0.00003265947,0.000001713227,0.00009801826,0.0001439667,0.00001924251,0.000154322,0.00006549246,0.001913611,0.000583945,0.9832203,0.01375271],"study_design_scores_gemma":[0.0002560846,0.00002861598,0.0001524878,0.0001154458,0.00003669624,0.0000141644,0.0005386741,0.001094148,0.0002071655,0.00001855371,0.9972883,0.000249666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007629458,0.00279224,0.003260561,0.0007370439,0.0003092318,0.0005693062,0.003226771,0.0009428593,0.9880857],"genre_scores_gemma":[0.05149915,0.05206008,0.002180739,0.0002169003,0.00299928,5.651073e-7,0.1033708,0.033414,0.7542585],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2338272,"threshold_uncertainty_score":0.9985128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08217588669226099,"score_gpt":0.3115801663882232,"score_spread":0.2294042796959622,"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."}}