{"id":"W4235465136","doi":"10.3197/096734012x13303670112939","title":"Book Reviews","year":2012,"lang":"en","type":"article","venue":"Environment and History","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carr; Art; Art history; Environmental ethics; Archaeology; Philosophy; History; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000161883,0.00003977347,0.00005737223,0.000007687408,0.0001006292,0.000002825001,0.00003927803,0.00003090604,0.007116008],"category_scores_gemma":[0.000004859692,0.00003472671,0.00001880306,0.000004952608,0.0001541236,0.0002295232,0.00001309326,0.00004158864,0.000305394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002120829,"about_ca_system_score_gemma":0.000006589424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007435717,"about_ca_topic_score_gemma":0.000004589564,"domain_scores_codex":[0.9996337,0.0000342025,0.0000539859,0.00005644456,0.00008674248,0.0001348918],"domain_scores_gemma":[0.9998324,0.000003963012,0.00003199504,0.00006002098,4.860993e-7,0.00007112929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[8.84075e-7,0.000008207508,0.007220631,0.00000258061,0.000001287829,1.582724e-7,0.01169411,4.079522e-8,0.0001151892,0.002028397,0.9740105,0.004918058],"study_design_scores_gemma":[0.00003148153,0.000004105883,0.01472745,0.000002457838,0.000004157592,1.264018e-7,0.00007744507,6.339943e-8,0.000009388044,0.00002531774,0.9850686,0.00004940562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01205766,0.7518556,0.00003169346,0.0007091906,0.000731107,0.0001607395,9.437823e-7,0.00002032433,0.2344327],"genre_scores_gemma":[0.1404188,0.2263784,0.0006790704,0.01236932,0.002579154,0.0000347865,0.000004829737,0.00001913194,0.6175166],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5254772,"threshold_uncertainty_score":0.9937916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01661869838946303,"score_gpt":0.2119194056205602,"score_spread":0.1953007072310972,"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."}}