{"id":"W6931667387","doi":"10.5281/zenodo.7974204","title":"Training of Spanish speaking researchers with \"learning-p2i.eu\" course on FAIR principles","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Miller Group (Canada)","funders":"","keywords":"Course (navigation); Presentation (obstetrics); Training (meteorology); Focus (optics)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000751693,0.0001234103,0.0001679633,0.0002883759,0.0005675567,0.00008996831,0.0005879855,0.00009438478,0.001638213],"category_scores_gemma":[0.0007524465,0.0001181624,0.00003443944,0.0009485372,0.0002732533,0.00009860332,0.000331762,0.0005960205,0.001847858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007700551,"about_ca_system_score_gemma":0.000006331915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000457717,"about_ca_topic_score_gemma":6.586018e-7,"domain_scores_codex":[0.9985473,0.000124047,0.0001938043,0.0002504901,0.000428513,0.0004558428],"domain_scores_gemma":[0.9992933,0.00005448273,0.00004921386,0.0002758035,0.0001693132,0.0001578599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001672459,0.0001363561,0.00003158746,0.0003697349,0.0002679887,0.0002268612,0.007937063,0.01949364,0.00474536,0.03608329,0.03830055,0.8922403],"study_design_scores_gemma":[0.0003890509,0.0003891538,0.0006504096,0.0001091791,0.000009244732,0.00003288105,0.002762361,0.007163732,0.001089833,0.00009095087,0.9871723,0.0001409253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4220114,0.0001917313,0.006590615,0.001641588,0.0001795616,0.0008113973,0.00008993988,0.01119861,0.5572851],"genre_scores_gemma":[0.9978848,0.0002245492,0.0002126465,0.0000262418,0.00006221345,7.533644e-8,0.0002060596,0.0008377524,0.000545675],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9488717,"threshold_uncertainty_score":0.9992744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08093705003272841,"score_gpt":0.2689182872094843,"score_spread":0.1879812371767559,"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."}}