{"id":"W3000360793","doi":"","title":"Adaptation to climate change of a water resource system exploited for hydropower: Study of the Peribonka River (Quebec, Canada)","year":2008,"lang":"en","type":"article","venue":"PhDT","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hydropower; Climate change; Adaptation (eye); Resource (disambiguation); Water resource management; Climate change adaptation; Environmental resource management; Water resources; Environmental science; Environmental planning; Geography; Geology; Engineering; Ecology; Oceanography; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004494459,0.0002527984,0.0003305855,0.0005516927,0.003440209,0.001572572,0.001265709,0.0009577269,0.002114215],"category_scores_gemma":[0.001093016,0.0002455836,0.0004249431,0.002441124,0.001776511,0.0005191141,0.0007911586,0.0007500226,0.0002233069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04067376,"about_ca_system_score_gemma":0.02012142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9952847,"about_ca_topic_score_gemma":0.9976724,"domain_scores_codex":[0.9996872,0.00005683369,0.000009551701,0.00005239861,0.00004672213,0.0001473645],"domain_scores_gemma":[0.9992329,0.00007268443,0.0001015824,0.0000405977,0.0003003514,0.0002519785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006342998,0.0005561181,0.9367146,0.000135816,0.0002802485,0.001457705,0.0122887,0.008029898,0.00835555,0.001720371,0.005053921,0.02477272],"study_design_scores_gemma":[0.00001184227,0.00004083578,0.9917275,0.000008658859,0.00001793401,0.00005691676,0.005362076,0.001049131,0.0001411867,0.00005164584,0.001514359,0.00001793249],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980881,0.00006912774,0.00006205702,0.0002467343,0.00000234171,0.00002199379,0.0003861749,0.000004029142,0.001119484],"genre_scores_gemma":[0.9973674,0.0001149962,0.0001575202,0.0001172592,0.000002560981,0.00001661255,0.0003670145,0.00000607778,0.00185044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04067376,"threshold_uncertainty_score":0.2951101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02576731331377066,"score_gpt":0.2088529140144077,"score_spread":0.1830856007006371,"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."}}