{"id":"W6982709520","doi":"","title":"John P. Johnson, Ph.D.","year":2015,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aviation; Aerospace; Presidency; Interim; Stewardship (theology); Human resources; Virginia tech; Strategic studies","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001124505,0.0002815682,0.0004066565,0.0003923333,0.001797208,0.0005172887,0.00100413,0.0003060756,0.0003079347],"category_scores_gemma":[0.001511701,0.0003041798,0.0001982556,0.0016566,0.001031572,0.002731679,0.0004184695,0.0007805512,0.000794678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006141978,"about_ca_system_score_gemma":0.0007853108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002290116,"about_ca_topic_score_gemma":0.00561008,"domain_scores_codex":[0.9965497,0.0007918124,0.0002899386,0.0005258452,0.001033784,0.0008089455],"domain_scores_gemma":[0.9970778,0.0005364848,0.0001242374,0.0005067454,0.0007794658,0.0009753001],"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":[0.0002373046,0.0005498694,0.03384377,0.00001260087,0.0002360939,0.0002473773,0.009195002,0.0000220751,0.00003731803,0.8587629,0.08988474,0.00697099],"study_design_scores_gemma":[0.001290306,0.0001455994,0.005723034,0.0000225971,0.0001025412,0.000003166183,0.00989478,0.00005425491,0.00003458584,0.003410945,0.9789088,0.0004094206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07611278,0.001235033,0.002046588,0.01249891,0.0009993373,0.0004619443,0.0000568069,0.0005992293,0.9059893],"genre_scores_gemma":[0.9472044,0.0002664044,0.0008646068,0.0005842047,0.0003401327,0.000002318607,0.00002063961,0.000027768,0.05068953],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.889024,"threshold_uncertainty_score":0.9999833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07897263445373004,"score_gpt":0.2758148588936369,"score_spread":0.1968422244399068,"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."}}