{"id":"W7042265829","doi":"","title":"Physical controls on water migration in elemental sulphur blocks","year":2007,"lang":"en","type":"article","venue":"University Library (University of Saskatchewan)","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Porosity; Hydraulic conductivity; Fracture (geology); Matrix (chemical analysis); Sulfur; Asphalt; Pore water pressure","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009803239,0.0001180603,0.0001705524,0.0001333239,0.0001662471,0.000008296635,0.000255442,0.00005839978,0.001124247],"category_scores_gemma":[9.867322e-7,0.0001252731,0.00008585715,0.0002077793,0.0002000046,0.0009434471,0.0002629283,0.0001133937,0.0001741679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001233519,"about_ca_system_score_gemma":0.00001014362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001677743,"about_ca_topic_score_gemma":0.01003543,"domain_scores_codex":[0.9991583,0.00004090615,0.00007888492,0.0002535926,0.0002191111,0.0002491683],"domain_scores_gemma":[0.9996912,0.00004460769,0.00004756737,0.0001350535,0.000006433646,0.00007509292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00144562,0.001083683,0.7961666,0.00001817813,0.0000978539,0.0005191657,0.1315635,0.0003060326,0.04732182,0.0002545823,0.002866404,0.01835661],"study_design_scores_gemma":[0.005281313,0.0005475339,0.5189157,0.00003833155,0.00007234327,0.000003439387,0.3545898,0.0004666046,0.0507653,0.0002626344,0.06842238,0.000634613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920412,0.000001798701,0.001191213,0.0008160568,0.00003555717,0.0001436352,0.00001631275,0.00004348631,0.005710718],"genre_scores_gemma":[0.9764366,0.000003646222,0.0002365233,0.00008927079,0.00001588132,2.310496e-8,0.00003233116,0.00000521204,0.02318054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2772509,"threshold_uncertainty_score":0.9997889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004530241186758046,"score_gpt":0.160756736568028,"score_spread":0.15622649538127,"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."}}