{"id":"W3211054086","doi":"10.5281/zenodo.4120808","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":"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":[0.005154542,0.002280106,0.002383804,0.00246054,0.001529861,0.00560351,0.003295762,0.002034845,0.1096282],"category_scores_gemma":[0.005566385,0.0007520621,0.001252917,0.001731662,0.0008681543,0.00259954,0.005829749,0.002909856,0.09044353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002659134,"about_ca_system_score_gemma":0.005177676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009450303,"about_ca_topic_score_gemma":0.005602731,"domain_scores_codex":[0.9936266,0.001282405,0.0001769494,0.001301617,0.0024924,0.001120023],"domain_scores_gemma":[0.995482,0.0004950662,0.000206531,0.001155625,0.001613396,0.001047361],"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":[0.003404721,0.0006032094,0.001868391,0.001819344,0.0002327618,0.0003899162,0.0003164245,0.01729977,0.0116207,0.1130918,0.5450851,0.3042679],"study_design_scores_gemma":[0.0002274615,0.0001998573,0.001655881,0.0002239688,0.00003852856,0.0001767732,0.000101817,0.01070789,0.004472376,0.0157621,0.9663697,0.00006355691],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0337859,0.02260216,0.209565,0.01034856,0.007587515,0.001607258,0.0872851,0.05923352,0.5679851],"genre_scores_gemma":[0.2043487,0.008058186,0.2016554,0.003146419,0.001347586,0.002033035,0.2097715,0.05314358,0.3164956],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1096282,"threshold_uncertainty_score":0.3667428,"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."}}