{"id":"W6967672608","doi":"10.5281/zenodo.12104989","title":"Airbus a220 manual pdf","year":2024,"lang":"en","type":"other","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":"","funders":"","keywords":"Documentation; Aviation; Product (mathematics); Plan (archaeology); Civil aviation; Technical documentation; Portfolio","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001670783,0.0002238401,0.0001621913,0.0004771105,0.0002516888,0.0005624631,0.0006078833,0.0001518208,0.1815596],"category_scores_gemma":[0.00003622417,0.0002500929,0.00005783506,0.0004042154,0.00005967448,0.00007929293,0.0004361819,0.0003001191,0.2118991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009929746,"about_ca_system_score_gemma":8.876163e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000502048,"about_ca_topic_score_gemma":5.668966e-7,"domain_scores_codex":[0.9988585,0.00005350217,0.0001794419,0.0003400603,0.0002717721,0.0002967643],"domain_scores_gemma":[0.9994435,0.000003832464,0.00004017635,0.0003531173,0.0000603922,0.00009901947],"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":[0.000003240243,0.00001610298,2.509033e-8,0.0003873616,0.00009758618,0.00001752514,0.0001561883,0.001505248,0.000007988589,0.001382927,0.9705271,0.0258987],"study_design_scores_gemma":[0.0001547901,0.00003625461,0.000001938587,0.0001200384,0.00003841489,0.0000116301,0.00006961133,0.007211321,0.000007144926,0.0000441521,0.9920504,0.0002543237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002682054,0.0005341235,0.01272375,0.0001023994,0.0004495388,0.0003544347,0.000139559,0.00576072,0.9799328],"genre_scores_gemma":[0.001256661,0.000660924,0.0004792051,0.00005036223,0.0005958253,5.921349e-8,0.003478378,0.01459472,0.9788839],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03033952,"threshold_uncertainty_score":0.9999951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382390052525258,"score_gpt":0.2106822082085429,"score_spread":0.1968583076832903,"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."}}