{"id":"W2332344384","doi":"10.5840/envirophil20085132","title":"Thoreau’s Living Ethics","year":2008,"lang":"en","type":"article","venue":"Environmental Philosophy","topic":"Thoreau and American Literature","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Applied philosophy; General interest; Contemporary philosophy; Philosophy; Environmental ethics; Sociology; Epistemology","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":[0.0001067884,0.0001583025,0.0001268711,0.00005011092,0.000289393,0.0000349764,0.0005846865,0.0000920096,0.00006761157],"category_scores_gemma":[0.00001450491,0.0001457066,0.00008336708,0.0001296609,0.0002202549,0.0004254104,0.0003131571,0.0004411411,0.0003230697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000443194,"about_ca_system_score_gemma":0.00001637178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003171799,"about_ca_topic_score_gemma":1.023896e-7,"domain_scores_codex":[0.998838,0.00008455455,0.0001385672,0.0003650638,0.0003432068,0.0002306046],"domain_scores_gemma":[0.9992161,0.0001048288,0.00005599017,0.0004976519,0.000002502748,0.0001228634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004212509,0.002534896,0.06515767,0.00008583407,0.00021972,0.001757116,0.07825069,0.00027309,0.04850002,0.7416491,0.0176714,0.04385835],"study_design_scores_gemma":[0.001785689,0.001556883,0.4647305,0.0004421532,0.00004770525,0.002978538,0.0004118877,0.005204842,0.01037065,0.1844927,0.3232777,0.004700866],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5406048,0.004683944,0.1095763,0.02376415,0.002448044,0.0008357309,0.0001022014,0.001528778,0.316456],"genre_scores_gemma":[0.9850535,0.00009024073,0.01118826,0.002744821,0.0002749345,0.000007101161,0.000005782368,0.00001381404,0.0006215854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5571564,"threshold_uncertainty_score":0.5941742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02434921317411053,"score_gpt":0.2238141815811652,"score_spread":0.1994649684070547,"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."}}