{"id":"W4312061635","doi":"10.5281/zenodo.6983112","title":"D7.3 Vessels' capabilities and limitations to adopt the ARICE system","year":2019,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; Natural Environment Research Council; Centre National de la Recherche Scientifique; Université Laval","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03451465,0.000664656,0.0004926574,0.00200958,0.001800993,0.01037575,0.004103708,0.002076855,0.01664072],"category_scores_gemma":[0.04504824,0.0006283464,0.000968757,0.003325478,0.001316113,0.01116219,0.006485335,0.004339501,0.01467789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002827843,"about_ca_system_score_gemma":0.00622208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04160689,"about_ca_topic_score_gemma":0.01627869,"domain_scores_codex":[0.9851141,0.003185801,0.001432741,0.002099885,0.006082603,0.002084883],"domain_scores_gemma":[0.9526963,0.007576066,0.001725757,0.0105134,0.02491529,0.002573134],"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":[0.0009578059,0.0003165612,0.07338649,0.001473154,0.0001996713,0.0008297864,0.007857934,0.007869528,0.0107056,0.09972433,0.2270914,0.5695878],"study_design_scores_gemma":[0.00005776397,0.0002200631,0.01384805,0.000696173,0.00007155469,0.0004745907,0.003226792,0.005560823,0.002168741,0.005178035,0.9683337,0.0001637102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1333263,0.004653283,0.1869218,0.0434191,0.003425316,0.001173665,0.02013285,0.02012409,0.5868236],"genre_scores_gemma":[0.5667386,0.005744358,0.2539848,0.00933366,0.0009450097,0.001820417,0.05198352,0.003618299,0.1058313],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04160689,"threshold_uncertainty_score":0.1825331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05351367240024724,"score_gpt":0.2392653684925088,"score_spread":0.1857516960922615,"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."}}