{"id":"W4287110318","doi":"10.5281/zenodo.5846068","title":"D7.3 - Pilots and Cross-Pilot collaboration report","year":2021,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian AIDS Treatment Information Exchange","funders":"European Commission","keywords":"Computer science; Aeronautics; Engineering","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":[0.02072585,0.001427817,0.0006154827,0.001481364,0.001715905,0.002539232,0.001633117,0.00168564,0.02547875],"category_scores_gemma":[0.02027552,0.0006334622,0.0006395686,0.0007631966,0.0007732279,0.002634053,0.003936572,0.002292566,0.01872472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001451665,"about_ca_system_score_gemma":0.003974244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009818056,"about_ca_topic_score_gemma":0.008381896,"domain_scores_codex":[0.9853007,0.004229664,0.0006615033,0.001203019,0.006688341,0.001916751],"domain_scores_gemma":[0.971412,0.004486294,0.0009220059,0.005403123,0.01361428,0.004162233],"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":[0.006975256,0.009274888,0.02899566,0.00186364,0.000252864,0.003636785,0.01561712,0.01567228,0.09082595,0.01620143,0.3327793,0.4779047],"study_design_scores_gemma":[0.001245829,0.0146204,0.03375612,0.0004262185,0.0001206851,0.001905058,0.008292344,0.01213822,0.09054512,0.00522429,0.8314534,0.0002722561],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.3104383,0.001231109,0.3118923,0.004188674,0.00197327,0.02522171,0.03836894,0.02248488,0.2842009],"genre_scores_gemma":[0.5744406,0.0006499515,0.1627036,0.001163181,0.0003766517,0.01362821,0.07484744,0.007372685,0.1648177],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02547875,"threshold_uncertainty_score":0.1096101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04398996392178842,"score_gpt":0.2839190243916359,"score_spread":0.2399290604698475,"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."}}