{"id":"W3047961260","doi":"10.5840/envirophil20201714","title":"Steven Davis. In Defense of Public Lands: The Case against Privatization and Transfer","year":2020,"lang":"en","type":"article","venue":"Environmental Philosophy","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Applied philosophy; Law and economics; Political science; Environmental ethics; Philosophy; 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":[0.00004351464,0.00007827693,0.0001270352,0.00001301989,0.0004201528,0.0000194702,0.00005288978,0.00001852635,0.0001585062],"category_scores_gemma":[0.000006465305,0.00004845415,0.00005199402,0.00003165558,0.0002018848,0.00009111538,0.00003373116,0.00007111033,0.000007980757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008721594,"about_ca_system_score_gemma":0.000001153926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005458806,"about_ca_topic_score_gemma":0.0001725829,"domain_scores_codex":[0.9995193,0.00004110329,0.0001527235,0.0001174175,0.00008891468,0.00008057879],"domain_scores_gemma":[0.9998552,0.00002247009,0.0000238437,0.00005291058,0.000002970829,0.000042646],"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":[0.00005715515,0.0004752211,0.0173067,0.0001149512,0.0003230678,0.0002597816,0.7586764,0.00008896433,0.0006430867,0.2081483,0.000813891,0.01309247],"study_design_scores_gemma":[0.007759843,0.001619449,0.008554242,0.0001057589,0.0007018142,0.00004871344,0.1446785,0.002651508,0.0002154084,0.05992266,0.7712417,0.002500416],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605812,0.0004352765,0.000009017631,0.03605453,0.00001772304,0.0001050472,0.00003499336,0.000007527535,0.002754642],"genre_scores_gemma":[0.998757,0.0003057777,0.00000371293,0.0006984943,0.0001359724,0.000006694063,0.0000190106,0.000005804071,0.000067546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7704278,"threshold_uncertainty_score":0.3231518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03719484036003237,"score_gpt":0.178763089062719,"score_spread":0.1415682487026866,"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."}}