{"id":"W7117784702","doi":"10.5281/zenodo.18093242","title":"BOOK REVIEW: VANDANA SHIVA, \"WATER WARS\": PRIVATIZATIONS, POLLUTIONS AND PROFITS, SOUTH END PRESS (2002), CAMBRIDGE MA 02139-4146, PRINTED IN CANADA TRANSCONTINENTAL PRESS","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Literature, Politics, and Exile Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005109571,0.000418726,0.0004683855,0.0001782119,0.002155855,0.0007358609,0.001000366,0.0001027257,0.009577532],"category_scores_gemma":[0.0003088558,0.0003950101,0.00007409231,0.0004241915,0.0006214245,0.0007544485,0.001875406,0.000552731,0.0005235124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055307,"about_ca_system_score_gemma":0.00005320512,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04357116,"about_ca_topic_score_gemma":0.002114384,"domain_scores_codex":[0.9961923,0.0004708633,0.0008352807,0.0008607029,0.000623521,0.001017334],"domain_scores_gemma":[0.9986236,0.00002598449,0.0001541977,0.000645434,0.0002291643,0.0003216295],"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":[0.00009624306,0.0002074567,0.0003513026,0.00170447,0.0001512117,0.00002740171,0.003973796,0.00008606794,0.0003560282,0.001946428,0.9829444,0.008155248],"study_design_scores_gemma":[0.0009263962,0.00007242896,0.01208966,0.0006791583,0.00009567718,0.00002222708,0.0004807399,0.0003409118,0.001023714,0.00001239729,0.9838549,0.0004017486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02716053,0.36123,0.002939454,0.03940431,0.002549478,0.01796163,0.02772207,0.001232324,0.5198002],"genre_scores_gemma":[0.8278373,0.06497626,0.0001897432,0.02043055,0.0003249142,0.000004412742,0.004171773,0.001757141,0.08030793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8006768,"threshold_uncertainty_score":0.9998502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01316993742181122,"score_gpt":0.2130085291381247,"score_spread":0.1998385917163135,"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."}}