{"id":"W7016976208","doi":"","title":"AME Notes On GROUND ENGINEERS July 20 2018","year":2018,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aviation; Key (lock); Aircraft maintenance; Training (meteorology); Work (physics); General aviation","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0005110191,0.003113971,0.002320736,0.003589338,0.00007414258,0.0005103897,0.004297483,0.0006900236,0.05052789],"category_scores_gemma":[0.0005050292,0.002884973,0.00145314,0.000418814,0.002468883,0.0002263994,0.00184698,0.002432321,0.3711807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004047088,"about_ca_system_score_gemma":0.0002145895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02236429,"about_ca_topic_score_gemma":0.03788814,"domain_scores_codex":[0.9898222,0.000913795,0.001594826,0.003411523,0.001695881,0.002561755],"domain_scores_gemma":[0.992926,0.001592085,0.00141266,0.002843302,0.00009935142,0.001126573],"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":[0.001208218,0.0005613678,0.0001943703,0.0002740676,0.002184345,0.0004300242,0.002898819,0.00002255514,0.001141275,0.002777397,0.9880023,0.0003052325],"study_design_scores_gemma":[0.001984381,0.001966948,0.0004083711,0.004488467,0.0003487072,0.0001651876,0.00004842853,0.002199247,0.001012098,0.00205276,0.9825224,0.002803041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007600992,0.0003045707,0.009499315,0.0001145268,0.004083449,0.001986374,0.007997974,0.002524387,0.9727293],"genre_scores_gemma":[0.009532224,0.0001065227,0.004783594,0.000705864,0.005020408,0.0002870054,0.0039632,0.005922129,0.9696791],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3206528,"threshold_uncertainty_score":0.9998691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593756303372526,"score_gpt":0.2475168791817018,"score_spread":0.2315793161479765,"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."}}