{"id":"W2626159697","doi":"","title":"Core Courses for Coherence","year":2017,"lang":"en","type":"article","venue":"","topic":"Education, Management, Technology, Human Resources","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Component (thermodynamics); Coherence (philosophical gambling strategy); Core (optical fiber); Computer science; Mathematics education; Engineering ethics; Engineering; Psychology; Mathematics; Telecommunications; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001399758,0.00009342736,0.0001585696,0.0001631258,0.000808696,0.00078956,0.002752037,0.0000646775,0.001597457],"category_scores_gemma":[0.006543488,0.00006658272,0.00006223583,0.00008585983,0.0004824584,0.000297067,0.0002821817,0.00005744471,0.0005571185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001525563,"about_ca_system_score_gemma":0.00003406988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006232379,"about_ca_topic_score_gemma":0.0005602359,"domain_scores_codex":[0.9986287,0.00001559442,0.0002754563,0.0004066666,0.0004609172,0.0002126639],"domain_scores_gemma":[0.9968221,0.0006810458,0.0003820996,0.001747335,0.0003163683,0.00005109122],"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":[0.000007629967,0.00006081847,0.1751674,0.000004837138,0.00001668057,9.366943e-7,0.000231569,0.000005314366,0.00008784998,0.1659959,0.5749803,0.0834408],"study_design_scores_gemma":[0.0002534862,0.00004947403,0.2041873,0.000007259413,0.0000102956,0.000001149987,0.003584103,0.0002964078,0.0004498245,0.3647694,0.4262537,0.0001376247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8064139,0.0000832601,0.007952985,0.01278907,0.001067756,0.0007160279,0.0000130988,0.000229698,0.1707342],"genre_scores_gemma":[0.912697,0.00000440308,0.00370584,0.0002977772,0.00009592457,0.00006491252,0.000001404222,0.000007039908,0.08312574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1987735,"threshold_uncertainty_score":0.9993152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4546234759966847,"score_gpt":0.5140636777391089,"score_spread":0.05944020174242415,"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."}}