{"id":"W6931107162","doi":"10.5281/zenodo.3921750","title":"LIBER 2020 - Session #3: Securing and Building Trust","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Renal function and acid-base balance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Safeguarding; Session (web analytics); Interoperability; Theme (computing); Presentation (obstetrics); Identity (music)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01678194,0.001304094,0.0008325704,0.000849308,0.005320652,0.01657402,0.002892146,0.008648883,0.2521745],"category_scores_gemma":[0.01461793,0.0006693731,0.001477015,0.000763085,0.003004519,0.01408134,0.01965125,0.01044767,0.19525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00754311,"about_ca_system_score_gemma":0.01234177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005047787,"about_ca_topic_score_gemma":0.00789325,"domain_scores_codex":[0.9896399,0.002731794,0.000318652,0.0007990448,0.003350999,0.003159762],"domain_scores_gemma":[0.9895516,0.001657505,0.0005108668,0.001095704,0.002117509,0.005066701],"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":[0.00005045324,0.00005102038,0.0001155619,0.0001434731,0.000003429309,0.000038329,0.0004697428,0.00005918896,0.0003456345,0.01556324,0.964332,0.01882803],"study_design_scores_gemma":[0.00000715998,0.00001538534,0.0002183379,0.0001063159,0.000001245328,0.00002540771,0.0002564852,0.00004788894,0.0002340676,0.002259146,0.9968157,0.00001289468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003423584,0.007582403,0.01948847,0.2258292,0.0406919,0.001436126,0.006420623,0.006714934,0.6884127],"genre_scores_gemma":[0.0325276,0.004812592,0.0121875,0.04701577,0.008257995,0.001842103,0.01124961,0.004800147,0.8773066],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2521745,"threshold_uncertainty_score":0.8436077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02895765328563587,"score_gpt":0.2518494496971237,"score_spread":0.2228917964114878,"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."}}