{"id":"W7036048626","doi":"","title":"APG 504 - Floating Heads","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Software Testing and Debugging Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Crew; Aviation; Certificate; Crash; Aviation safety","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000618474,0.001184353,0.0005608721,0.0009120955,0.0015107,0.003061763,0.001587021,0.003147285,0.9081473],"category_scores_gemma":[0.002085323,0.0005352928,0.0005193751,0.0007851563,0.0004264968,0.002704374,0.002849089,0.001837419,0.8822323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006210639,"about_ca_system_score_gemma":0.0007280424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002977568,"about_ca_topic_score_gemma":0.003552664,"domain_scores_codex":[0.9995515,0.00005032242,0.0000225976,0.0001075016,0.0001850283,0.00008295719],"domain_scores_gemma":[0.9988254,0.0001232097,0.00004210827,0.0002212232,0.0005401194,0.0002479405],"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":[0.0000526234,0.00001177311,0.00005211722,0.00003397914,0.000001683058,0.00006567563,0.000018363,0.00002421612,0.0004065712,0.0007421008,0.9608423,0.03774861],"study_design_scores_gemma":[0.00002678144,0.00002664012,0.0002016276,0.00003335501,0.000002692433,0.0001559005,0.00003503277,0.0001037362,0.0003296674,0.0003998683,0.9986776,0.000007058471],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005608416,0.000393779,0.004251909,0.001752612,0.002145194,0.0001918714,0.005448896,0.01581086,0.969444],"genre_scores_gemma":[0.003242934,0.0002313148,0.0006735292,0.001127974,0.0003273655,0.00009934172,0.002931249,0.001265786,0.9901004],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9081473,"threshold_uncertainty_score":0.1310168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007905021846431473,"score_gpt":0.1957923208804181,"score_spread":0.1878872990339866,"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."}}