{"id":"W4395473852","doi":"10.1515/9789048554263-fm","title":"Frontmatter","year":2024,"lang":"en","type":"book-chapter","venue":"Amsterdam University Press eBooks","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","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":[0.0001849444,0.0008116725,0.0006202195,0.001201967,0.00128667,0.004080913,0.0008800191,0.001583762,0.91847],"category_scores_gemma":[0.0007572002,0.0003454055,0.0004289776,0.00111019,0.0003489772,0.002552602,0.002521833,0.001566511,0.8335784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006303807,"about_ca_system_score_gemma":0.0004535552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001234517,"about_ca_topic_score_gemma":0.003706686,"domain_scores_codex":[0.9997548,0.00001898615,0.00001126829,0.00006919361,0.000109414,0.00003622546],"domain_scores_gemma":[0.9997173,0.00004357838,0.00001430973,0.00004426076,0.00009344453,0.00008714035],"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":[0.00004431886,0.00004761721,0.0001686687,0.0001506549,0.000002799564,0.0001249226,0.000117426,0.00006905361,0.0006263037,0.008215153,0.7897408,0.2006923],"study_design_scores_gemma":[0.000003420836,0.000008184533,0.0001676553,0.00003674881,6.57113e-7,0.00006147849,0.00003764817,0.00002803067,0.00006148676,0.0004589955,0.9991335,0.000002179518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002961935,0.0007263042,0.0003184485,0.0004582856,0.001023068,0.00002972591,0.0006702169,0.0005483726,0.9959294],"genre_scores_gemma":[0.0006030647,0.0002307283,0.00009373036,0.0001434659,0.00007426911,0.000008240901,0.0002057873,0.0001131373,0.9985276],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08152997,"threshold_uncertainty_score":0.1162925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0183622950170992,"score_gpt":0.1687709165385445,"score_spread":0.1504086215214453,"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."}}