{"id":"W6930353518","doi":"10.5281/zenodo.11927637","title":"Doc 4444 pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Comparative Animal Anatomy Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Civil aviation; Air traffic control; Aviation; Air navigation; Download; Automation; Directive; Clean Air Act","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001977544,0.0002449395,0.0003513827,0.0004676626,0.0004337119,0.0002936469,0.0004164297,0.0001149885,0.288503],"category_scores_gemma":[0.0002161403,0.0002243083,0.0001094673,0.000494672,0.00020938,0.00003923839,0.001143576,0.0004650878,0.3776803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001477807,"about_ca_system_score_gemma":0.000004588883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002606174,"about_ca_topic_score_gemma":0.000001270034,"domain_scores_codex":[0.9984277,0.0001071788,0.0002061665,0.0005388283,0.0004017877,0.0003182635],"domain_scores_gemma":[0.9990406,0.00000919542,0.00008617307,0.0004351226,0.0002599849,0.0001689098],"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":[0.00003965441,0.00007864604,0.000001196642,0.0003518863,0.0002691064,0.0001043926,0.0002493917,9.839318e-8,0.0002071098,0.001977707,0.989172,0.007548837],"study_design_scores_gemma":[0.0003430994,0.0002952448,0.0001082629,0.000380647,0.0001050855,0.0001716475,0.0001820462,0.00001491783,0.00003536023,0.0001124052,0.9980453,0.0002060269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000481858,0.002213294,0.0001252791,0.001164954,0.0001615302,0.0005318128,0.0001686922,0.001563032,0.9940232],"genre_scores_gemma":[0.003163079,0.0004765116,0.0001435536,0.0002241485,0.0006852632,5.099805e-8,0.0006839578,0.00887609,0.9857473],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08917727,"threshold_uncertainty_score":0.9147027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05049281489198369,"score_gpt":0.2974898165767591,"score_spread":0.2469970016847754,"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."}}