{"id":"W4403351539","doi":"10.1016/b978-0-443-14082-2.00043-0","title":"Water ethics","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006121257,0.000678045,0.0003919381,0.00106223,0.002049564,0.004569381,0.0005107076,0.002780809,0.1079035],"category_scores_gemma":[0.001302016,0.0003596022,0.0002249142,0.001778535,0.00237353,0.003356093,0.002108648,0.002426223,0.03410696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002717955,"about_ca_system_score_gemma":0.002687713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007320963,"about_ca_topic_score_gemma":0.01614476,"domain_scores_codex":[0.9994754,0.0001351137,0.00002282664,0.00008133452,0.0002264493,0.00005874816],"domain_scores_gemma":[0.9997779,0.00006478115,0.00001452768,0.00004677692,0.00007021258,0.00002587854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006847234,0.00002471495,0.00009890224,0.0001062244,0.000003074363,0.00005509881,0.0006848825,0.0002168546,0.0002615798,0.5535637,0.3281773,0.1168008],"study_design_scores_gemma":[0.000001253036,0.000002505819,0.00008383698,0.00008730528,8.284191e-7,0.00002200084,0.0001430882,0.00006644205,0.0000607395,0.05567225,0.9438577,0.000002080002],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003722681,0.004536957,0.001090252,0.004359415,0.000408642,0.00002074689,0.00008939562,0.00004723166,0.9890751],"genre_scores_gemma":[0.006071475,0.002773797,0.0005165192,0.001222842,0.0001945101,0.0000385016,0.00007382497,0.00005219401,0.9890563],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1079035,"threshold_uncertainty_score":0.3609731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02617221765670189,"score_gpt":0.2877401180321442,"score_spread":0.2615679003754423,"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."}}