{"id":"W2318604146","doi":"10.1080/00085006.2011.11092683","title":"Review Article","year":2011,"lang":"en","type":"article","venue":"Canadian Slavonic Papers","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007730824,0.001067095,0.001013141,0.001641567,0.001227656,0.003603204,0.001589416,0.002400897,0.1270147],"category_scores_gemma":[0.001814645,0.0003108199,0.0005981458,0.00180221,0.0009351193,0.001372362,0.001939946,0.002110542,0.0693986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002387102,"about_ca_system_score_gemma":0.005506973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005948722,"about_ca_topic_score_gemma":0.01081141,"domain_scores_codex":[0.9994465,0.00005119254,0.00002903981,0.00009718352,0.0002495931,0.000126534],"domain_scores_gemma":[0.9990898,0.0000625787,0.00005365253,0.00008472091,0.0004567257,0.0002525539],"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":[0.00004946472,0.00001191101,0.00004114001,0.0007823695,0.00001946654,0.00005006641,0.00001652431,0.00003112064,0.0005389329,0.002265969,0.9063446,0.08984841],"study_design_scores_gemma":[0.000006268318,0.000006690214,0.0001053028,0.0001069786,0.000009506499,0.00004350341,0.00001520627,0.000005017605,0.0001124578,0.0004508667,0.9991353,0.000002833796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001134765,0.5365587,0.000896933,0.04520376,0.1792183,0.0001665482,0.002074242,0.00040135,0.2343454],"genre_scores_gemma":[0.01315711,0.4081215,0.001089642,0.02977937,0.05907393,0.0001155384,0.003385371,0.0001511238,0.4851263],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8729853,"threshold_uncertainty_score":0.4249066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03943763507494259,"score_gpt":0.2298988498483795,"score_spread":0.1904612147734369,"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."}}