{"id":"W6968516971","doi":"10.5281/zenodo.4120807","title":"Cleansky 2 UBBICK Project","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Air Traffic Management and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Work (physics); Frame (networking); Project management; Architecture; Systems architecture","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001356187,0.0001051332,0.00008828989,0.00009783069,0.0005345863,0.0003385482,0.0004616156,0.00003806982,0.005480228],"category_scores_gemma":[0.0001001282,0.0001169841,0.00003207114,0.0005024025,0.00003739537,0.0002054252,0.0002639095,0.0001488141,0.005231945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004609171,"about_ca_system_score_gemma":8.409742e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001468641,"about_ca_topic_score_gemma":4.870741e-8,"domain_scores_codex":[0.9991799,0.00005605588,0.0001494945,0.0002064664,0.0001860157,0.0002220568],"domain_scores_gemma":[0.9996027,0.000005418919,0.00002320962,0.0001691143,0.0001022533,0.00009731957],"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":[0.00002530385,0.00002800754,0.000001383401,0.000149787,0.00004558533,0.000008419537,0.001792236,0.02737224,0.0005587899,0.002733661,0.8502548,0.1170298],"study_design_scores_gemma":[0.0002468555,0.00007679428,0.00005293117,0.00000743718,0.000008734666,0.000004399621,0.0002108056,0.09210557,0.000112806,0.00001257419,0.9070337,0.0001273653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00814027,0.0001244921,0.1590628,0.002002412,0.0001941836,0.0009625707,0.0000910912,0.009113465,0.8203087],"genre_scores_gemma":[0.9931465,0.0002257192,0.001575354,0.0004908782,0.000353074,5.439638e-8,0.001338032,0.002169771,0.0007006614],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9850062,"threshold_uncertainty_score":0.9955426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03559743855050023,"score_gpt":0.2130527615919191,"score_spread":0.1774553230414189,"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."}}