{"id":"W2978523990","doi":"","title":"Evaluation of sustainability indicators for integrated river basin management of Fraser River Basin in Canada","year":2012,"lang":"en","type":"article","venue":"","topic":"Hydropower, Displacement, Environmental Impact","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Structural basin; Environmental resource management; Drainage basin; Promotion (chess); Environmental science; Environmental planning; Geography; Ecology; Geology; Political science","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":[0.003986307,0.0001104863,0.000189801,0.0001165223,0.00006461989,0.000004837386,0.0001768215,0.00005840299,0.002325219],"category_scores_gemma":[0.0002392619,0.0001013802,0.00005033481,0.0004180275,0.0003316604,0.0002940672,0.00005159682,0.00005811356,0.000003269487],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005575934,"about_ca_system_score_gemma":0.001071644,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9248375,"about_ca_topic_score_gemma":0.7795323,"domain_scores_codex":[0.9975321,0.0005031393,0.0003367359,0.0001694219,0.001064682,0.0003939107],"domain_scores_gemma":[0.9992929,0.00009228704,0.0001797004,0.0001953145,0.000107945,0.0001318589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005440129,0.0004508604,0.9719856,0.00007595457,0.00009144049,6.053038e-7,0.005569274,0.0002237318,0.00002283714,0.002639911,0.001601589,0.01728374],"study_design_scores_gemma":[0.001391456,0.00004708973,0.9242637,0.00002956937,0.0001574217,2.731187e-8,0.06157976,0.0003536692,0.003371119,0.0008979718,0.007726457,0.0001817535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899104,0.00002823528,0.0003097911,0.0001918024,0.0001185797,0.001523785,0.00003860558,0.000005533073,0.007873234],"genre_scores_gemma":[0.9990985,0.00001238919,0.0004375888,0.00005881622,0.00001024395,0.00005306173,0.00001588349,0.00000833277,0.0003051572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1453052,"threshold_uncertainty_score":0.9985868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02076052305001437,"score_gpt":0.3800067904116166,"score_spread":0.3592462673616022,"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."}}