{"id":"W2613953482","doi":"10.4000/ephaistos.753","title":"Rehabilitation of water heritage in the hydroelectric system of Valle de Bravo","year":2015,"lang":"en","type":"article","venue":"e-Phaïstos","topic":"Mexican Socioeconomic and Environmental Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydroelectricity; Geography; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.000664839,0.00006592341,0.000121378,0.0000191223,0.00001936953,0.000002946441,0.0001900383,0.00004296963,0.0002110031],"category_scores_gemma":[0.00001522406,0.00004497207,0.00004028046,0.00006508867,0.0001491752,0.00007913408,0.00004916724,0.00006128664,0.000165426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003120999,"about_ca_system_score_gemma":0.000006618084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003990323,"about_ca_topic_score_gemma":0.00005048846,"domain_scores_codex":[0.9992481,0.0001079815,0.0002204025,0.0001203401,0.000148191,0.0001549495],"domain_scores_gemma":[0.9996606,0.00005121317,0.00005924209,0.0001880032,0.000001474375,0.00003950306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000179431,0.0008173817,0.7853216,0.0002457958,0.00003709427,0.00001429067,0.08107633,0.02735098,0.08962864,0.002087716,0.005010191,0.008230591],"study_design_scores_gemma":[0.004821749,0.002400838,0.7819454,0.0001257448,0.00009572446,0.00007782682,0.0829986,0.0761184,0.03249575,0.005935558,0.01197798,0.001006413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737795,0.00001999979,0.0001740785,0.0001166985,0.00002876308,0.0001713971,0.000003172734,0.000006398838,0.0257],"genre_scores_gemma":[0.9985868,0.000002716588,0.0008220104,0.00005586001,0.000008381913,0.00001339695,0.000004086301,0.000007068058,0.0004996633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05713288,"threshold_uncertainty_score":0.2310336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006522360442769277,"score_gpt":0.1963635323037794,"score_spread":0.1898411718610101,"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."}}