{"id":"W4385593076","doi":"10.59962/9780774836890-004","title":"Abbreviations","year":2018,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"U.S. Air Force; Centers for Disease Control and Prevention; Canadian Armed Forces","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":[0.0006706262,0.001664696,0.001041021,0.005474454,0.003398987,0.005708946,0.002349234,0.001261013,0.6071623],"category_scores_gemma":[0.002951991,0.0004900378,0.0004272053,0.005677949,0.001138013,0.003351863,0.00172601,0.002551189,0.4784527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007039552,"about_ca_system_score_gemma":0.007730905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0807796,"about_ca_topic_score_gemma":0.08677797,"domain_scores_codex":[0.9992255,0.00009982576,0.00004157882,0.0001608311,0.0003419334,0.0001302771],"domain_scores_gemma":[0.9983023,0.0001365236,0.00004727033,0.0001838415,0.001109639,0.000220412],"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":[0.00001317601,0.000009964099,0.00003353865,0.0001337125,8.05142e-7,0.00002294915,0.00009209798,0.00005624019,0.0001090437,0.02683312,0.9324896,0.04020562],"study_design_scores_gemma":[0.000001445826,0.000001809014,0.00003977248,0.00003821137,7.023966e-7,0.0000107014,0.00004383066,0.00001313036,0.00003741563,0.001064613,0.998746,0.00000230554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001717808,0.001661505,0.001482746,0.0008358791,0.003644889,0.0002000359,0.005820404,0.0006687881,0.9855139],"genre_scores_gemma":[0.001180271,0.001414971,0.001163758,0.0002011389,0.0002958779,0.0001331901,0.003358415,0.0003806368,0.9918717],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3928377,"threshold_uncertainty_score":0.5603353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02030161567037702,"score_gpt":0.1862390422244199,"score_spread":0.1659374265540429,"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."}}