{"id":"W4247425131","doi":"10.1515/9781474457125-fm","title":"Frontmatter","year":2020,"lang":"en","type":"book-chapter","venue":"Edinburgh University Press eBooks","topic":"Historical Art and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002557739,0.0006513319,0.0005381756,0.001224958,0.001411238,0.004533753,0.0009264942,0.001659284,0.8875777],"category_scores_gemma":[0.001171494,0.0003586708,0.0003833466,0.001311311,0.0004741085,0.003059531,0.002361996,0.001498867,0.7620893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001113481,"about_ca_system_score_gemma":0.0005965218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002564547,"about_ca_topic_score_gemma":0.00899596,"domain_scores_codex":[0.999726,0.0000283948,0.000012815,0.00005982539,0.000128382,0.00004449085],"domain_scores_gemma":[0.9996043,0.00006670596,0.00002291266,0.00007099593,0.0001357404,0.00009947712],"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":[0.00002563993,0.00001566553,0.00008904543,0.0001057501,0.000001519835,0.00007128649,0.0001278327,0.00002701788,0.0002478093,0.01091376,0.8775042,0.1108705],"study_design_scores_gemma":[0.000002275971,0.000003816313,0.0001182686,0.00002802001,4.007718e-7,0.00002642052,0.00003771037,0.00001247962,0.00003798284,0.0006220304,0.9991089,0.000001678562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002498378,0.0009323364,0.0003167391,0.0009347816,0.0009577222,0.00002209129,0.0007673824,0.0005835076,0.9952356],"genre_scores_gemma":[0.0007585986,0.0002190461,0.00009061481,0.0001717438,0.00005298718,0.000005582385,0.000203126,0.0001330947,0.9983652],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1124223,"threshold_uncertainty_score":0.1603568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03678821536012482,"score_gpt":0.1757219629811085,"score_spread":0.1389337476209837,"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."}}