{"id":"W4246193881","doi":"10.1515/9781501753749-toc","title":"Contents","year":2021,"lang":"en","type":"paratext","venue":"Cornell University Press eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Works and Government Services Canada","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001005411,0.0006295785,0.0008276462,0.000220602,0.0002263108,0.0001261668,0.00126522,0.00075683,0.002018069],"category_scores_gemma":[0.00002679144,0.0008145414,0.0004206867,0.00006194598,0.0003391113,0.0001097488,0.001113919,0.0009520604,0.02418553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005465919,"about_ca_system_score_gemma":0.0002725677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008369146,"about_ca_topic_score_gemma":0.00003175711,"domain_scores_codex":[0.9971581,0.0004146606,0.0002485283,0.001151755,0.0003621669,0.0006648101],"domain_scores_gemma":[0.9973148,0.0001000599,0.0004116304,0.00130423,0.0005192066,0.0003500829],"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":[0.0002379137,0.00007619814,0.000007868465,0.0001821242,0.0004490103,0.001003035,0.0001760346,0.0001255383,0.0008726021,0.002125951,0.9945093,0.0002344412],"study_design_scores_gemma":[0.001467738,0.00003320972,0.0000229732,0.0002824582,0.0003482922,0.00002034889,0.0001994622,0.0001003099,0.002590592,0.000006565593,0.99413,0.0007980683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001469392,0.0008133874,0.0003355293,0.000001323245,0.002379767,0.0005095848,0.002491032,0.0001997671,0.9918002],"genre_scores_gemma":[0.01629339,0.0001435893,0.00004158939,0.00006688683,0.0002571637,0.000001270542,0.00108507,0.0001822551,0.9819288],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02216746,"threshold_uncertainty_score":0.9994305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07828384886587611,"score_gpt":0.2245981738818379,"score_spread":0.1463143250159618,"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."}}