{"id":"W4236614753","doi":"10.1017/cbo9780511512032","title":"Fish versus Power","year":2004,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fish <Actinopterygii>; Drainage basin; Fishery; Power (physics); Geography; Structural basin; Environmental ethics; Cartography; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009425503,0.0002798714,0.0003038411,0.00008262251,0.0005043023,0.00009307657,0.0008137188,0.0006207843,0.00003925487],"category_scores_gemma":[0.00002719747,0.0003364339,0.0002223547,0.00001909758,0.000617958,0.0002062147,0.000219606,0.0005306571,0.00002698066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002196367,"about_ca_system_score_gemma":0.002234336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001832022,"about_ca_topic_score_gemma":0.0001402219,"domain_scores_codex":[0.9984166,0.00007091956,0.0001246902,0.0004227587,0.0005142213,0.0004508318],"domain_scores_gemma":[0.9990004,0.00004951732,0.0002006376,0.0003879425,0.0001458785,0.0002156056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009578436,0.000004395431,0.000001067027,0.00001576727,0.00006169898,0.0001487365,0.001176731,0.000001928399,0.000001426377,0.5061573,0.492185,0.0001501564],"study_design_scores_gemma":[0.00093783,0.00004704734,0.00003235632,0.00009844029,0.00008969277,9.570437e-7,0.0002841524,2.136835e-7,0.00004477114,0.0000241951,0.9980619,0.0003784431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002601988,0.00004469344,0.00002462723,0.00008100181,0.001463508,0.0002969929,0.0003767324,0.000165218,0.997287],"genre_scores_gemma":[0.0007622112,0.00009170041,0.00003286394,0.0001789638,0.0005158748,3.919307e-7,0.000053439,0.0000303288,0.9983342],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5061331,"threshold_uncertainty_score":0.9999087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01709847407853345,"score_gpt":0.2195654292302216,"score_spread":0.2024669551516882,"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."}}