{"id":"W7097043890","doi":"","title":"Integrated Hydrogeophysical Inversion L. R. Bentley (University of Calgary),","year":2008,"lang":"en","type":"article","venue":"","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrogeology; Hydraulic conductivity; Petrophysics; Groundwater; Inversion (geology); Groundwater model; Groundwater flow; Aquifer; Hydrological modelling","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":[0.001088291,0.0009428172,0.0006648651,0.001738798,0.001200632,0.002183274,0.0009227366,0.001334604,0.02536345],"category_scores_gemma":[0.001974763,0.0005855165,0.0004565561,0.001949862,0.0008096197,0.0013458,0.002040834,0.00199835,0.01227861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004725612,"about_ca_system_score_gemma":0.004931619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1730289,"about_ca_topic_score_gemma":0.1900996,"domain_scores_codex":[0.9994414,0.00006611727,0.00001523112,0.0001891256,0.0002275841,0.0000604792],"domain_scores_gemma":[0.9990999,0.0001389777,0.00004665004,0.00006605233,0.0005316164,0.0001167312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001811219,0.0000795018,0.007923703,0.000246362,0.00007438356,0.0002769722,0.000262016,0.03018016,0.007379025,0.013224,0.1009713,0.8392013],"study_design_scores_gemma":[0.0001247597,0.0001144927,0.03268526,0.0004009163,0.0001301868,0.0003827223,0.0006332676,0.1775496,0.01162397,0.02759079,0.748538,0.0002261203],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07847331,0.06969036,0.5630783,0.0570014,0.006665976,0.0004389486,0.01580459,0.01552638,0.1933207],"genre_scores_gemma":[0.301236,0.02701286,0.2591259,0.005480716,0.0009609438,0.0002251082,0.006368428,0.002891295,0.3966987],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1730289,"threshold_uncertainty_score":0.3440436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0165196450250347,"score_gpt":0.1845435234902403,"score_spread":0.1680238784652056,"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."}}