{"id":"W2165512580","doi":"10.1111/j.1745-6584.2012.00921.x","title":"Vignettes of a Life in Hydrogeology","year":2012,"lang":"en","type":"article","venue":"Ground Water","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Waterloo; University of Arizona","keywords":"Citation; Homogeneous; Groundwater; Hydrogeology; Hydrology (agriculture); Library science; Sociology; Operations research; Geology; Computer science; Physics; Mathematics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002607464,0.001025631,0.0005219909,0.00113168,0.01113093,0.002479191,0.001371906,0.00999409,0.02026551],"category_scores_gemma":[0.0100659,0.0004337425,0.0006337678,0.001265091,0.004460623,0.003079447,0.004333104,0.01035341,0.003147833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003300747,"about_ca_system_score_gemma":0.001473451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01139737,"about_ca_topic_score_gemma":0.03108236,"domain_scores_codex":[0.9976168,0.00171883,0.00008839388,0.00008295826,0.0001865728,0.0003065186],"domain_scores_gemma":[0.9957168,0.002152396,0.0002162943,0.0001465468,0.000367367,0.001400627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001573569,0.0002205008,0.001381773,0.0001835498,0.00001283972,0.01721149,0.05210261,0.0005377162,0.0007685413,0.07774947,0.8362041,0.01347013],"study_design_scores_gemma":[0.00001699025,0.00006143848,0.0009973176,0.00010507,0.000002679704,0.00439733,0.03305554,0.0001784814,0.0001040348,0.01071711,0.9503282,0.00003587761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0490429,0.006095526,0.01252906,0.8108749,0.03543563,0.0005522339,0.001572051,0.0004250753,0.0834727],"genre_scores_gemma":[0.3328978,0.01172079,0.03134871,0.3178605,0.02016553,0.001452038,0.001780626,0.0005658004,0.2822083],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02026551,"threshold_uncertainty_score":0.06779492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01103705924545542,"score_gpt":0.20394345676752,"score_spread":0.1929063975220646,"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."}}