{"id":"W6998507418","doi":"","title":"Admissions Magazine Winter 2022","year":2022,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Space Exploration and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Eagle; Victory; Champion; Adventure; Space (punctuation); Dream; Launched; Vocational education; Amateur; Enthusiasm","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":[],"category_scores_codex":[0.0001772291,0.0002269997,0.0002464442,0.0006059108,0.0006161444,0.00009935746,0.0007702206,0.0001402663,0.004670334],"category_scores_gemma":[0.0001186346,0.0002783091,0.0001666405,0.001311718,0.0001048298,0.0008649536,0.0007362642,0.001578645,0.0005446612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000410404,"about_ca_system_score_gemma":0.00009084251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005804975,"about_ca_topic_score_gemma":0.00007068182,"domain_scores_codex":[0.9985467,0.0001431471,0.0001913173,0.0003299767,0.0003326174,0.0004562504],"domain_scores_gemma":[0.9988416,0.00009853389,0.00003286505,0.0005884175,0.00006347901,0.0003751501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003803571,0.001169288,0.006464263,0.0000655937,0.0007288045,0.002154398,0.0007344518,0.009027838,0.02538487,0.6639251,0.2682109,0.02175426],"study_design_scores_gemma":[0.001010365,0.0001978962,0.001315915,0.0000087384,0.00005799275,0.00005034627,0.00100045,0.003387063,0.0004830522,0.0008083333,0.9912962,0.0003835892],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4892843,0.001544799,0.02042142,0.02488596,0.003421191,0.001144705,0.000438312,0.007067759,0.4517915],"genre_scores_gemma":[0.9831757,0.00003486578,0.0007537089,0.000312314,0.00003988504,0.000007866992,0.00006710244,0.00004930698,0.01555924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7230854,"threshold_uncertainty_score":0.9999669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01574110499454111,"score_gpt":0.1908859815309851,"score_spread":0.175144876536444,"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."}}