{"id":"W2010946153","doi":"10.1007/pl00021537","title":"Robert N. Farvolden − Pioneering contributions in Mexican hydrogeology","year":2000,"lang":"en","type":"article","venue":"Hydrogeology Journal","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"International Development Research Centre; University of Calgary","keywords":"Hydrogeology; Geology; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003858714,0.0001482707,0.0002432321,0.00008656034,0.0002988029,0.00002140815,0.0002353808,0.0001131958,0.01531492],"category_scores_gemma":[0.00003011568,0.0001346001,0.00007487083,0.0002146822,0.0002963239,0.0002147349,0.0000952881,0.0003654451,0.001380815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001927716,"about_ca_system_score_gemma":0.00001413793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003462418,"about_ca_topic_score_gemma":0.0008906964,"domain_scores_codex":[0.9985905,0.0001421302,0.0003653147,0.0002285198,0.0001683893,0.000505119],"domain_scores_gemma":[0.9996041,0.00005225915,0.00006713563,0.0001379541,0.0000130998,0.0001254746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005190872,0.0001989167,0.9051923,0.000001868375,0.00007330418,0.0004087671,0.001110468,0.007301178,0.002859983,0.0006302962,0.002623865,0.0795472],"study_design_scores_gemma":[0.002981992,0.0002458024,0.6227254,0.00002249649,0.00005417749,0.004452975,0.0002324239,0.004523958,0.001724721,0.005197205,0.357271,0.0005679295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875979,0.0002603449,0.001702146,0.002502521,0.0001561153,0.00008649813,0.000002550826,0.00003097473,0.007660932],"genre_scores_gemma":[0.9935071,0.0001384538,0.0001402325,0.0005177349,0.00006659276,0.00001898225,0.000004550248,0.000008714321,0.005597568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3546471,"threshold_uncertainty_score":0.9993967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004075543412539837,"score_gpt":0.2154914601615961,"score_spread":0.2114159167490563,"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."}}