{"id":"W2327795117","doi":"10.1080/00085006.2012.11092701","title":"Review Article","year":2012,"lang":"en","type":"article","venue":"Canadian Slavonic Papers","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[],"category_scores_codex":[0.0008020916,0.001076111,0.001032658,0.001736954,0.001261119,0.003762539,0.001655507,0.002466906,0.1289583],"category_scores_gemma":[0.001941035,0.0003118692,0.0006039445,0.00190062,0.0009701452,0.001425986,0.002026075,0.002145529,0.06888319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002424792,"about_ca_system_score_gemma":0.00591729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006088492,"about_ca_topic_score_gemma":0.01108528,"domain_scores_codex":[0.9994204,0.00005488835,0.00003079469,0.000102389,0.0002577798,0.0001337498],"domain_scores_gemma":[0.9990257,0.00006871383,0.00005720083,0.0000901524,0.000490272,0.0002679047],"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":[0.000046422,0.00001187632,0.0000413145,0.0008108905,0.00001902415,0.0000491036,0.00001754186,0.00002989376,0.0004915801,0.00233596,0.9066332,0.0895133],"study_design_scores_gemma":[0.00000608234,0.000006625353,0.0001060016,0.0001207373,0.000009441983,0.00004442204,0.00001662877,0.000005035738,0.0001027178,0.0004796679,0.9990996,0.000002943719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001079541,0.5498126,0.000873686,0.04508648,0.1791514,0.0001595125,0.002048619,0.0003979937,0.2213903],"genre_scores_gemma":[0.0131319,0.4301227,0.001110317,0.031615,0.06178069,0.0001211703,0.003448935,0.0001575891,0.4585117],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8710417,"threshold_uncertainty_score":0.4314086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01928529301985457,"score_gpt":0.2519264955494104,"score_spread":0.2326412025295559,"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."}}