{"id":"W6949456227","doi":"10.5281/zenodo.13744512","title":"VITALISE D8.1 First Interim report on Transnational Access 1","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"European Commission","keywords":"Interim; Work (physics); Context (archaeology); Snapshot (computer storage); Information system","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":[0.02555892,0.001317313,0.0007457237,0.002952419,0.002621902,0.01084552,0.003401842,0.004071536,0.1473632],"category_scores_gemma":[0.03015311,0.0009580974,0.001261533,0.002226015,0.001320514,0.004300842,0.009866724,0.004040871,0.07163641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005119261,"about_ca_system_score_gemma":0.02635651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02123119,"about_ca_topic_score_gemma":0.01213043,"domain_scores_codex":[0.9801139,0.005559412,0.0008741363,0.00135978,0.009145276,0.002947394],"domain_scores_gemma":[0.9802215,0.003067899,0.0009523478,0.002176705,0.01037906,0.003202453],"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":[0.000524588,0.0002972313,0.002110279,0.00140877,0.00003553735,0.0003690889,0.002256863,0.0008697246,0.003359743,0.04166392,0.8156178,0.1314864],"study_design_scores_gemma":[0.00002538334,0.0002617812,0.001781902,0.0004303375,0.000008653643,0.00008660038,0.000676957,0.00008085309,0.0009189249,0.0013507,0.9943547,0.00002323205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01294344,0.005154614,0.02855971,0.01720738,0.007773894,0.008029128,0.05131236,0.006170047,0.8628494],"genre_scores_gemma":[0.04891941,0.004706785,0.0342488,0.003997121,0.001023803,0.01196557,0.06565259,0.003910356,0.8255755],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1473632,"threshold_uncertainty_score":0.492979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.101913256859903,"score_gpt":0.2720377250969226,"score_spread":0.1701244682370196,"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."}}