{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002893413,0.0001569316,0.0001901659,0.0001198071,0.0001139437,0.00001189705,0.000303978,0.00005890502,0.01244727],"category_scores_gemma":[0.0001596638,0.0001586955,0.00009673041,0.0004726858,0.0001063996,0.0001145697,0.00001412799,0.0001468913,0.02985777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005570168,"about_ca_system_score_gemma":0.0008852782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1204012,"about_ca_topic_score_gemma":0.5638547,"domain_scores_codex":[0.9985921,0.00006437999,0.0002019779,0.0002793403,0.0001194931,0.0007427222],"domain_scores_gemma":[0.9981943,0.00001347924,0.00004740842,0.0005717372,0.00004464431,0.001128435],"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":[0.00002375231,0.00008643047,0.01298894,0.0005753573,0.0002810792,0.0007738924,0.002587725,0.000001426394,0.01082645,0.02599071,0.8724147,0.07344953],"study_design_scores_gemma":[0.0002498365,0.00002983305,0.01582479,0.0004635018,0.00007874528,0.00004367094,0.0001045163,0.000007978824,0.0004912645,0.0001859451,0.9821771,0.0003428382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02558988,0.03306356,3.613262e-7,0.000614623,0.0001851024,0.0003866309,0.00006923998,0.0001684742,0.9399222],"genre_scores_gemma":[0.9829212,0.001454932,0.0001777669,0.01373292,0.00004022247,0.00004113166,0.00001104182,0.00008055744,0.001540159],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9573314,"threshold_uncertainty_score":0.9884555,"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."}}