{"id":"W4385736256","doi":"10.59962/9780774823241-004","title":"Abbreviations","year":2012,"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":"Fisheries and Oceans Canada; China Scholarship Council; United States Drug Enforcement Administration; Ministère de la Défense Nationale; Canadian Food Inspection Agency","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":[0.0006298642,0.001748991,0.001132404,0.004962608,0.00349952,0.005117042,0.00247066,0.001214317,0.5701589],"category_scores_gemma":[0.002604243,0.0004998146,0.0004246862,0.005498107,0.001116749,0.002983341,0.001622795,0.002429355,0.4529906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006966955,"about_ca_system_score_gemma":0.007616202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1045874,"about_ca_topic_score_gemma":0.1122525,"domain_scores_codex":[0.9992703,0.00009226503,0.000041053,0.0001561902,0.000308538,0.0001316095],"domain_scores_gemma":[0.9985411,0.0001118737,0.00004339807,0.0001675428,0.0009483022,0.0001876966],"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":[0.00001458554,0.00001066295,0.00003907263,0.0001434435,8.776404e-7,0.00002551662,0.0001028663,0.00005844557,0.0001326104,0.02521762,0.9261718,0.04808235],"study_design_scores_gemma":[0.000001442458,0.000002034838,0.00005269657,0.00003951268,7.768886e-7,0.00001254576,0.0000491777,0.00001359238,0.00004356762,0.001108141,0.9986739,0.000002581534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001887475,0.001963776,0.001737424,0.0008313315,0.003370335,0.0002280287,0.006353278,0.000706935,0.9846201],"genre_scores_gemma":[0.001236572,0.001516887,0.00131779,0.0002048401,0.0002547553,0.0001361293,0.003413748,0.0003382843,0.991581],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4298411,"threshold_uncertainty_score":0.6131161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0222695622603482,"score_gpt":0.1839630051163105,"score_spread":0.1616934428559623,"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."}}