{"id":"W4289196062","doi":"10.1515/9781474440288-fm","title":"Frontmatter","year":2018,"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":"Geography","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":[0.0002628909,0.0005802867,0.000499827,0.00123169,0.001352613,0.00468886,0.0008137205,0.001551113,0.8791127],"category_scores_gemma":[0.001158463,0.0003178571,0.0003577789,0.001109777,0.0004460185,0.00332739,0.002300118,0.001450368,0.7683052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008842617,"about_ca_system_score_gemma":0.0006077584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001478211,"about_ca_topic_score_gemma":0.004920726,"domain_scores_codex":[0.999737,0.00002739953,0.00001276754,0.000063289,0.0001228852,0.00003668536],"domain_scores_gemma":[0.9996,0.00007015117,0.00002266535,0.00007165132,0.0001360636,0.0000995061],"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":[0.00002652781,0.00001757198,0.00009503164,0.000114004,0.00000185018,0.00006477765,0.0001417094,0.00003253409,0.0002820742,0.0134349,0.8523653,0.1334237],"study_design_scores_gemma":[0.000001830129,0.000003340841,0.00009614871,0.00003330323,4.240866e-7,0.00003125358,0.00003440968,0.00001558211,0.00004930209,0.0008580461,0.9988747,0.000001649651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002506847,0.0009519014,0.0004661087,0.0009476637,0.0009857166,0.00001901762,0.0007394084,0.0008222401,0.9948173],"genre_scores_gemma":[0.0009009427,0.0002890615,0.0001442673,0.0002125367,0.00008219191,0.000007063394,0.0002705955,0.0002553999,0.997838],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1208873,"threshold_uncertainty_score":0.1724311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03409320005172245,"score_gpt":0.1817700992353303,"score_spread":0.1476768991836079,"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."}}