{"id":"W4378737666","doi":"10.5281/zenodo.7985405","title":"VITALISE D2.4 Standard Version 3","year":2022,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Horizon 2020 Framework Programme","keywords":"Computer science","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":[0.01739787,0.001630098,0.001120321,0.005986569,0.001603746,0.01382828,0.004641496,0.005698397,0.07812797],"category_scores_gemma":[0.05853402,0.001763751,0.001788571,0.00418252,0.001824569,0.007112244,0.006630372,0.004625367,0.1245615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004920175,"about_ca_system_score_gemma":0.01062161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0117623,"about_ca_topic_score_gemma":0.00586468,"domain_scores_codex":[0.9802208,0.004562235,0.002572832,0.001640064,0.009283959,0.001720103],"domain_scores_gemma":[0.9707931,0.006297272,0.001459526,0.005950441,0.01447949,0.001020107],"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":[0.0008262675,0.0002143371,0.001868489,0.002489041,0.00005917535,0.0003976319,0.002208454,0.003922069,0.01201974,0.1421641,0.631357,0.2024737],"study_design_scores_gemma":[0.00004845424,0.00005373286,0.000625267,0.0006106549,0.00001593607,0.0001624653,0.0001772232,0.0005440875,0.002969874,0.009176326,0.9855627,0.00005328812],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00805923,0.002944045,0.2777496,0.006644818,0.003011726,0.003907986,0.05651974,0.08904773,0.552115],"genre_scores_gemma":[0.04757744,0.004854543,0.1598994,0.00578015,0.0007045261,0.009996685,0.1797353,0.05579409,0.5356579],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07812797,"threshold_uncertainty_score":0.2613641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05488658323999048,"score_gpt":0.2574158552166176,"score_spread":0.2025292719766271,"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."}}