{"id":"W4399267006","doi":"10.5430/wjel.v14n4p563","title":"Eco Criticism: Exploring the Interplay between Literature and Environment","year":2024,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Criticism; Computer science; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002589322,0.0001437737,0.0001746078,0.0001542777,0.0001348046,0.0007367494,0.0001600842,0.00002142682,0.001004255],"category_scores_gemma":[0.00004488623,0.00008669556,0.0001100855,0.00004106671,0.0001456053,0.0006628191,0.00006390095,0.0005528943,0.00001624728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003271406,"about_ca_system_score_gemma":0.000004811513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002984475,"about_ca_topic_score_gemma":0.00002473947,"domain_scores_codex":[0.9991912,0.00004620084,0.0002819318,0.0001257667,0.0001777065,0.0001772167],"domain_scores_gemma":[0.9995339,0.0001880584,0.00004276781,0.0001282012,0.00002578079,0.00008131553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002150517,0.00004518771,0.0003168796,0.0002483226,0.000183096,0.0007531228,0.8887658,0.000004599778,0.0001576227,0.06550162,0.01733259,0.02666962],"study_design_scores_gemma":[0.0001352759,0.00006852605,0.0002527644,0.000650126,0.00007865198,0.00002645265,0.01798335,0.000004020914,0.0002122671,0.001038278,0.9794204,0.0001298821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.850854,0.0766607,0.00001860973,0.001937575,0.004756515,0.0001415171,0.000250487,0.00006178659,0.06531874],"genre_scores_gemma":[0.9841853,0.0004141876,0.00007360975,0.0003284333,0.005937631,0.000004460097,0.00001104737,0.00002370306,0.009021626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9620878,"threshold_uncertainty_score":0.999909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214496681924035,"score_gpt":0.2263456074931576,"score_spread":0.2142006406739172,"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."}}