{"id":"W2224941941","doi":"","title":"LexisNexis Skills Series: Drafting, 2nd Edition [Book Review]","year":2009,"lang":"en","type":"article","venue":"","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Series (stratigraphy); Computer science; History; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.001042246,0.001020283,0.001254026,0.00537836,0.0008110591,0.004155486,0.00132304,0.00118447,0.1789421],"category_scores_gemma":[0.00624988,0.0005216709,0.0005475362,0.006838296,0.0008941516,0.004082599,0.001052122,0.001977119,0.1485936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001882775,"about_ca_system_score_gemma":0.005343568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005902624,"about_ca_topic_score_gemma":0.01109318,"domain_scores_codex":[0.9990262,0.00008789073,0.00009005184,0.00009065854,0.0006541574,0.00005110999],"domain_scores_gemma":[0.9971058,0.000751647,0.0002835617,0.0001627927,0.001462745,0.0002334699],"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":[0.000004788199,0.000006401101,0.00002542396,0.0003719677,0.000002389395,0.00001600471,0.00002184349,0.00004075321,0.0001081756,0.001334199,0.8886801,0.109388],"study_design_scores_gemma":[0.000002320142,0.000006577425,0.0001720141,0.0004001138,0.000002752713,0.00008930096,0.0000195287,0.00001744116,0.00005560084,0.0006480638,0.9985825,0.000003739232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006725943,0.4040712,0.005355064,0.01647878,0.02800196,0.0003376414,0.003380406,0.001656106,0.5400463],"genre_scores_gemma":[0.002306028,0.2447577,0.004203586,0.003505887,0.004682112,0.0002630636,0.004271057,0.000488771,0.7355219],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1789421,"threshold_uncertainty_score":0.5986209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005547453191916548,"score_gpt":0.2691326840391792,"score_spread":0.2635852308472626,"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."}}