{"id":"W4376628756","doi":"10.4337/9781847201645.00007","title":"Abbreviations","year":2006,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Space Agency; Advanced Research Projects Agency; Defense Advanced Research Projects Agency; National Institute of Standards and Technology; European Commission","keywords":"Computer science","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":["insufficient_payload"],"category_scores_codex":[0.0006040205,0.002063618,0.00126403,0.004239242,0.001607947,0.003930916,0.002405893,0.001131315,0.5614818],"category_scores_gemma":[0.002114934,0.0004830566,0.0005751448,0.004512163,0.0008821128,0.003877149,0.001678246,0.002179869,0.5799565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00163887,"about_ca_system_score_gemma":0.002415086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004145165,"about_ca_topic_score_gemma":0.003615881,"domain_scores_codex":[0.9995227,0.00007903209,0.00003981676,0.0001143382,0.0001851856,0.00005893624],"domain_scores_gemma":[0.9991916,0.0001126883,0.00003661992,0.0001239909,0.0004246796,0.0001105208],"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":[0.00002115254,0.00002288113,0.00003845519,0.0002640466,0.000001524188,0.00004441713,0.00009730429,0.0001125832,0.0004009646,0.03097362,0.8696156,0.09840737],"study_design_scores_gemma":[0.000002706479,0.000006925745,0.00003399226,0.00005024568,0.000001187963,0.00003107437,0.00003620355,0.00002041192,0.00006876329,0.001998679,0.9977475,0.000002326334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002494589,0.003188112,0.005509612,0.0008493201,0.005346454,0.0004100915,0.005623139,0.001283582,0.9775401],"genre_scores_gemma":[0.001075388,0.00280288,0.003619338,0.0003379031,0.0004941207,0.0002614885,0.005133742,0.0005049008,0.9857702],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4385182,"threshold_uncertainty_score":0.6254929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02498428595033755,"score_gpt":0.2320852377398256,"score_spread":0.2071009517894881,"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."}}