{"id":"W7061785642","doi":"","title":"Rebooted: A Fresh Start for a Seasoned Degree","year":2018,"lang":"en","type":"article","venue":"Atlanta University Center Robert W. Woodruff Library (Atlanta University Center Robert W. Woodruff Library)","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Fresh Start; Reboot; Degree (music); Section (typography)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001932933,0.001355169,0.001075065,0.0009029752,0.009837103,0.009893415,0.001395455,0.002915767,0.3423938],"category_scores_gemma":[0.003419054,0.0007546994,0.001420065,0.0005245713,0.001472325,0.004049319,0.009340012,0.008975583,0.2269658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00199808,"about_ca_system_score_gemma":0.005654043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002975413,"about_ca_topic_score_gemma":0.02019428,"domain_scores_codex":[0.9984046,0.0001633176,0.00005441649,0.0001716112,0.0004637559,0.0007424551],"domain_scores_gemma":[0.9909367,0.0000937108,0.0001170352,0.0002516257,0.001075804,0.00752513],"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":[0.00005477823,0.0001669553,0.0005097347,0.00003973513,0.000003096052,0.0002377332,0.0003816668,0.00003299594,0.0006089872,0.001271686,0.9711041,0.0255886],"study_design_scores_gemma":[0.00001754263,0.0001655772,0.001941541,0.00006733299,0.000003389335,0.0002562356,0.002534096,0.00005336139,0.0002239748,0.0008490561,0.9938654,0.00002251483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02081357,0.004551144,0.003639515,0.2003524,0.1850705,0.001149756,0.002143186,0.002494887,0.579785],"genre_scores_gemma":[0.01747276,0.001059876,0.001690126,0.01555183,0.005343936,0.0001456199,0.0006039967,0.0007236226,0.9574082],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3423938,"threshold_uncertainty_score":0.9379955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01016165320916572,"score_gpt":0.1766133770047237,"score_spread":0.1664517237955579,"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."}}