{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001031492,0.0006630464,0.0004124278,0.001975381,0.00308334,0.004141267,0.0006726018,0.002196373,0.4030714],"category_scores_gemma":[0.004704006,0.0003589128,0.0003021689,0.001869662,0.0006600479,0.001447883,0.001625038,0.001863105,0.2354769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0019973,"about_ca_system_score_gemma":0.004409695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.044376,"about_ca_topic_score_gemma":0.1246007,"domain_scores_codex":[0.9990922,0.00009568315,0.00004126753,0.00007296295,0.00050838,0.0001896094],"domain_scores_gemma":[0.9977375,0.000442788,0.00009540963,0.0002514663,0.001209024,0.0002637545],"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":[0.00001195324,0.00001216334,0.00006879852,0.00002043584,4.412888e-7,0.00001650622,0.00005879489,0.00001368981,0.00005314574,0.001528367,0.9901682,0.008047476],"study_design_scores_gemma":[0.000002968569,0.000004633054,0.0006230178,0.00005379259,5.747643e-7,0.000006654764,0.0001070683,0.00001253368,0.00004896526,0.0002119612,0.9989257,0.000002019229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001134083,0.001642858,0.0002794743,0.008421739,0.004857824,0.0001385257,0.005936536,0.0002647615,0.9773242],"genre_scores_gemma":[0.001662734,0.0005221025,0.00007705236,0.0005052073,0.0003128243,0.00003729023,0.000643625,0.00007477144,0.9961643],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4030714,"threshold_uncertainty_score":0.8514462,"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."}}