{"id":"W6981529369","doi":"","title":"The Environmental Activist in Contemporary U.S. and Canadian Novels","year":2024,"lang":"en","type":"dissertation","venue":"Open Research Exeter (University of Exeter)","topic":"Mechatronics Education and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subconscious; Government (linguistics); Subject (documents); Narrative; Gloom; Headline; Earth Summit","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003463669,0.0007613617,0.0004904362,0.005436923,0.04061119,0.01504481,0.001618854,0.002020484,0.006472618],"category_scores_gemma":[0.00925588,0.0003805716,0.0002665244,0.00695616,0.01888027,0.002783688,0.003748244,0.002610323,0.0005826376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09500661,"about_ca_system_score_gemma":0.06527277,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9467225,"about_ca_topic_score_gemma":0.9775985,"domain_scores_codex":[0.9956952,0.0006577522,0.0000877845,0.0005359789,0.001887603,0.001135615],"domain_scores_gemma":[0.9932764,0.001782463,0.0008730679,0.0002594171,0.002264574,0.001544175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008387988,0.00002130566,0.004196231,0.0001957822,0.00001245261,0.0008211231,0.9034566,0.00009038114,0.0007824929,0.0345476,0.03828592,0.01750624],"study_design_scores_gemma":[0.000004135101,0.00001278313,0.008861355,0.0002323983,0.00001276837,0.0002687334,0.4592503,0.00006267856,0.0003134897,0.0007184382,0.5302221,0.0000407287],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5666128,0.01594334,0.0007390668,0.03932041,0.002679061,0.00008846041,0.001721073,0.0001404595,0.3727553],"genre_scores_gemma":[0.9555457,0.005845457,0.000354212,0.002285436,0.0003006415,0.00003970843,0.0003996714,0.0001163187,0.03511287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09500661,"threshold_uncertainty_score":0.6893245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06984807856659422,"score_gpt":0.316965321503697,"score_spread":0.2471172429371028,"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."}}