{"id":"W6912089479","doi":"10.5281/zenodo.15185083","title":"\"A Review of Annual Bibliography of English Language and Literature\"","year":2003,"lang":"en","type":"peer-review","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Lexicography and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Bibliography; English language; Natural language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005327089,0.001111747,0.002393173,0.06242349,0.001743068,0.005274497,0.001824693,0.001599067,0.02131444],"category_scores_gemma":[0.0199935,0.0005653916,0.0008743393,0.07842647,0.001482389,0.004756972,0.002019785,0.0009940753,0.009118496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002521642,"about_ca_system_score_gemma":0.01468112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008169475,"about_ca_topic_score_gemma":0.02693046,"domain_scores_codex":[0.9952419,0.001019704,0.001341725,0.0002878915,0.001838036,0.000270765],"domain_scores_gemma":[0.9809934,0.006579441,0.002045023,0.000518294,0.009212761,0.0006510725],"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":[0.0001117421,0.00005039991,0.0007841035,0.0406572,0.00007565288,0.0002989954,0.00103367,0.00009216024,0.0007646465,0.003264778,0.5018414,0.4510253],"study_design_scores_gemma":[0.000009035784,0.00002017723,0.002777716,0.02247678,0.0001322342,0.0003035778,0.0005167588,0.00002478152,0.0001706751,0.0004876096,0.973065,0.00001578942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007890039,0.9757959,0.0007755081,0.004695486,0.005310706,0.0001007163,0.002399555,0.0001405265,0.009992548],"genre_scores_gemma":[0.004917584,0.9730188,0.00330802,0.002610542,0.002426444,0.0002024505,0.003395242,0.0001245982,0.009996409],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06242349,"threshold_uncertainty_score":0.0713039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02749770105965272,"score_gpt":0.2592019664941122,"score_spread":0.2317042654344595,"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."}}