{"id":"W2793712156","doi":"","title":"Empiricism, Information Management, and Environmental Humanities","year":2018,"lang":"en","type":"article","venue":"The journal of ecocriticism","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecocriticism; Empiricism; Vulnerability (computing); Meaning (existential); Epistemology; Sociology; Philosophy; Psychology; Environmental ethics; Computer 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":[0.0005027594,0.00007419797,0.0000930158,0.0002109342,0.0008819134,0.0001548682,0.0002546231,0.00003070804,0.0005168992],"category_scores_gemma":[0.00002256567,0.00005990499,0.0000572412,0.00007977675,0.0008438918,0.001072131,0.00005902932,0.0001376322,0.0000859615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004161547,"about_ca_system_score_gemma":0.00001143648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001404916,"about_ca_topic_score_gemma":0.001975646,"domain_scores_codex":[0.9990832,0.00008486154,0.0002986405,0.00004408479,0.0002959337,0.0001932542],"domain_scores_gemma":[0.9994878,0.0001098626,0.0001683768,0.00009114046,0.00008652148,0.00005628147],"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":[0.0004747921,0.0006927276,0.02281902,0.0001279811,0.001099585,0.00009857208,0.4590293,0.00002268876,0.0006582778,0.2275041,0.2598616,0.02761133],"study_design_scores_gemma":[0.0005089961,0.0004655339,0.04726245,0.00005542158,0.0001810119,0.0001115422,0.3152569,0.00003264366,0.00005440594,0.01924519,0.6166158,0.0002100884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8693424,0.0003324916,0.0001866739,0.001277447,0.0009448903,0.0001761698,0.000009958277,0.00002153446,0.1277085],"genre_scores_gemma":[0.9969767,0.000318031,0.0002282876,0.0009043758,0.0003477341,0.000001733587,0.00000117105,0.000004881977,0.001217093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3567542,"threshold_uncertainty_score":0.6783054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02325208730932705,"score_gpt":0.2922028717221897,"score_spread":0.2689507844128627,"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."}}