{"id":"W2337604964","doi":"10.2514/5.9781600866869.0000.0000","title":"Foreword and Table of Contents","year":2007,"lang":"en","type":"book-chapter","venue":"American Institute of Aeronautics and Astronautics eBooks","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Table (database); Table of contents; Computer science; Database; World Wide Web","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":["insufficient_payload"],"category_scores_codex":[0.0001884369,0.0009903649,0.0009428153,0.001942897,0.001026382,0.003136444,0.001037034,0.0007463244,0.5393564],"category_scores_gemma":[0.001944488,0.0003518129,0.0003300026,0.002119138,0.0002901304,0.002395541,0.00105422,0.00200708,0.4464082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006992709,"about_ca_system_score_gemma":0.0009653443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001550741,"about_ca_topic_score_gemma":0.002255828,"domain_scores_codex":[0.9997841,0.00001584841,0.0000133134,0.00004139149,0.0001312051,0.00001410883],"domain_scores_gemma":[0.9990081,0.0001927588,0.00004667614,0.00007785841,0.0005183193,0.0001563645],"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":[0.00001172203,0.0000353059,0.00004441121,0.0001762836,0.00000129918,0.00003278686,0.00004459319,0.0001054184,0.0004048164,0.003761527,0.9239688,0.07141303],"study_design_scores_gemma":[0.000001386626,0.00001040539,0.0001205684,0.00008713923,9.669287e-7,0.00008631248,0.00002175362,0.00003804269,0.00006723299,0.0009173789,0.9986458,0.000002856166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006955264,0.007062432,0.004717381,0.002870995,0.01279274,0.0003331596,0.003641534,0.001859521,0.9660266],"genre_scores_gemma":[0.001675415,0.003296664,0.001648737,0.0009342841,0.002208408,0.0001020187,0.002364315,0.0006440593,0.9871261],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4606436,"threshold_uncertainty_score":0.6570523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02523355473134702,"score_gpt":0.2466635650579982,"score_spread":0.2214300103266512,"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."}}