{"id":"W2742587188","doi":"10.5539/ells.v7n3p43","title":"Animals in Walden","year":2017,"lang":"en","type":"article","venue":"English Language and Literature Studies","topic":"Thoreau and American Literature","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Character (mathematics); Environmentalism; Symbol (formal); Environmental ethics; Aesthetics; Sociology; History; Art; Philosophy; Law; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.000171596,0.0001547214,0.0002412873,0.00008107229,0.0002523134,0.0008705778,0.0005274397,0.00005989241,0.000002292653],"category_scores_gemma":[0.0003781315,0.0001127441,0.00003714055,0.0001371982,0.0001035734,0.0007205421,0.0003945674,0.0002295638,0.000001698167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009934173,"about_ca_system_score_gemma":0.000008143044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009333834,"about_ca_topic_score_gemma":0.00002700636,"domain_scores_codex":[0.9991611,0.00004287652,0.0001259906,0.0003353447,0.0001076233,0.0002270766],"domain_scores_gemma":[0.9991462,0.00005288421,0.0000765909,0.0005837493,0.0000878724,0.00005275781],"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":[0.00001403435,0.00003082624,0.004919188,0.00007206683,0.00006143192,0.001286916,0.8958867,3.386673e-7,0.0004322768,0.05116951,0.004284165,0.04184253],"study_design_scores_gemma":[0.007326221,0.001096955,0.260419,0.005445792,0.00009133229,0.0003440221,0.2827864,0.0004904072,0.004614472,0.02153029,0.4114237,0.004431377],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8486831,0.1305,0.00008825406,0.001607013,0.000943987,0.0001700155,0.00002511065,0.0001732843,0.01780931],"genre_scores_gemma":[0.9946768,0.0004140208,0.002897514,0.0002147189,0.0004618136,0.00001188911,0.000002666282,0.000006417481,0.00131415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6131003,"threshold_uncertainty_score":0.8395001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008980834545696464,"score_gpt":0.2908269054461819,"score_spread":0.2818460709004854,"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."}}