{"id":"W4408094317","doi":"10.62424/jde.2025.18.00.10","title":"Quacking in the Anthropocene: Ecocide and Climate Change in Kate Beaton’s Ducks: Two Years in the Oil Sands","year":2025,"lang":"en","type":"article","venue":"Journal of the Department of English","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anthropocene; Climate change; Environmental ethics; Oceanography; Geography; Geology; Paleontology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008220494,0.00009332447,0.0001805222,0.0000985273,0.00008180673,0.0001072432,0.0002809184,0.00002639908,0.00003672228],"category_scores_gemma":[0.00005156971,0.00004803884,0.00007087454,0.00007318538,0.0001306122,0.0002223198,0.00006039771,0.0002912804,4.064162e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004157251,"about_ca_system_score_gemma":0.000008898027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004922288,"about_ca_topic_score_gemma":0.001666596,"domain_scores_codex":[0.9990456,0.0001717701,0.0003535798,0.00007718023,0.0001816536,0.0001702308],"domain_scores_gemma":[0.9995688,0.0001246567,0.000128076,0.0001428864,0.00002301714,0.00001255459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002392157,0.001012369,0.4932711,0.0002361197,0.00008175161,0.0002149856,0.4329845,0.000102962,0.00003315853,0.06001864,0.005184214,0.00662099],"study_design_scores_gemma":[0.004003352,0.0002879142,0.756372,0.001930774,0.0001306686,0.0000247842,0.06168192,0.00003946813,0.0002096032,0.004503399,0.1705389,0.0002771206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821212,0.00239538,4.061933e-8,0.001292216,0.0006155056,0.0001024989,0.00003327765,0.00000162488,0.01343827],"genre_scores_gemma":[0.997323,0.00105775,0.000008176435,0.001250291,0.0003074505,0.000009696196,0.000003123401,0.000005321393,0.000035145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3713026,"threshold_uncertainty_score":0.1958967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334891967785276,"score_gpt":0.2518488010399947,"score_spread":0.2384998813621419,"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."}}