{"id":"W2079101747","doi":"10.1190/1.3509781","title":"A generalized Archie's law for <i>n</i> phases","year":2010,"lang":"en","type":"article","venue":"Geophysics","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":240,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Law; Exponent; Social connectedness; Conservation law; Mathematics; Percolation (cognitive psychology); Power law; Calculus (dental); Mathematical analysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001240447,0.0001400008,0.0001955591,0.00001929401,0.0001952438,0.00005270021,0.0002101879,0.00005763022,0.0004368983],"category_scores_gemma":[0.00005213585,0.0001073626,0.0001455096,0.0002048283,0.0001081296,0.0001095721,0.000008557608,0.0002084598,0.0002162743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":5.728608e-7,"about_ca_system_score_gemma":0.00002449863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001600829,"about_ca_topic_score_gemma":0.000792728,"domain_scores_codex":[0.9990209,0.00003385162,0.0001385524,0.0002560453,0.0001544698,0.0003962102],"domain_scores_gemma":[0.9991239,0.0004156007,0.00004553612,0.0002091784,0.00004659967,0.0001592209],"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":[0.0001290092,0.0001195,0.0007663645,0.00002295636,0.00002864188,0.000003769314,0.00006370779,0.0001055813,0.0168255,0.082441,0.001387149,0.8981068],"study_design_scores_gemma":[0.001108888,0.0005141239,0.02685756,0.000004429775,0.00004717334,0.000006326678,0.000007373421,0.005633445,0.01863764,0.7367908,0.2099061,0.0004861787],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827001,0.00004767028,0.00191109,0.0004401513,0.0008455535,0.0003068383,0.0001694311,0.0001025988,0.01347657],"genre_scores_gemma":[0.9675432,0.000002970566,0.02885494,0.001649006,0.001062731,0.000009506606,0.0001288149,0.000005515652,0.0007432621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8976206,"threshold_uncertainty_score":0.478373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01614663412725944,"score_gpt":0.253424919679259,"score_spread":0.2372782855519995,"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."}}