{"id":"W4235570257","doi":"10.1353/lan.2004.0021","title":"Yakov Malkiel","year":2004,"lang":"en","type":"article","venue":"Language","topic":"Literature, Language, and Rhetoric Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Romance; History; Classics; Refugee; Literature; Art; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001768104,0.00007847987,0.0001028495,0.00003245387,0.0003333129,0.00005881274,0.0001603787,0.00007227496,0.0003025735],"category_scores_gemma":[0.0001255902,0.00006197929,0.00005639316,0.0001993116,0.0001053873,0.00009929868,0.00002998988,0.00009240706,0.0001719259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006580386,"about_ca_system_score_gemma":0.00005626706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003295801,"about_ca_topic_score_gemma":0.00190318,"domain_scores_codex":[0.999234,0.00003721576,0.00008468989,0.0001440854,0.0002241553,0.0002758892],"domain_scores_gemma":[0.9996939,0.00002994725,0.00002787085,0.0001426516,0.00002897279,0.00007661319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009821465,0.00008194548,0.001379947,0.00001636117,0.00004311265,0.0002745864,0.7068241,0.000003053149,0.0004667414,0.2726244,0.00686878,0.01140713],"study_design_scores_gemma":[0.001390878,0.00006987591,0.006771554,0.00007204608,0.00004366097,0.000009662072,0.2320763,7.021585e-7,0.00171562,0.008308877,0.7489333,0.000607543],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3057254,0.007388942,0.0001123184,0.002625008,0.001340404,0.0001848549,0.00001300526,0.0002970853,0.682313],"genre_scores_gemma":[0.9726499,0.00008272727,0.0005969675,0.001174238,0.001217921,0.000008393779,0.000004925625,0.000009090406,0.0242558],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7420645,"threshold_uncertainty_score":0.4982288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009208273830564974,"score_gpt":0.3053748130555118,"score_spread":0.2961665392249468,"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."}}