{"id":"W2754683718","doi":"10.3997/1873-0604.2017021","title":"Self‐potential for monitoring soil remediation by smouldering: a proof of concept","year":2017,"lang":"en","type":"article","venue":"Near Surface Geophysics","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Environmental remediation; Environmental science; Saturation (graph theory); Soil science; Geology; Contamination","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005614383,0.0006096587,0.000428896,0.0003732592,0.0001806618,0.0004176942,0.001021187,0.0009496893,0.00089759],"category_scores_gemma":[0.0004576356,0.00031665,0.0002924741,0.0002431872,0.0004550965,0.000679602,0.000415136,0.0007988742,0.0003407521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003089743,"about_ca_system_score_gemma":0.0003434044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005070995,"about_ca_topic_score_gemma":0.0006396503,"domain_scores_codex":[0.9996477,0.0000308058,0.00001057321,0.00008145995,0.0001949992,0.00003443972],"domain_scores_gemma":[0.9997378,0.00005434701,0.00006447575,0.00002401316,0.00008335477,0.00003601771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004494779,0.00007104049,0.0001394595,0.0001065237,0.000009238142,0.0000583873,0.00002867915,0.0002797154,0.9938023,0.0001964123,0.0002587702,0.005004501],"study_design_scores_gemma":[0.00002715568,0.0005091795,0.0006984347,0.00000890215,0.00000930201,0.0001013802,0.00003107754,0.008386981,0.9880589,0.00007491356,0.002068143,0.00002556747],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8734203,0.002768518,0.1156837,0.0008802381,0.000401383,0.0006136171,0.0008493746,0.001954975,0.003427938],"genre_scores_gemma":[0.9426129,0.001076654,0.05316466,0.000178361,0.00004717468,0.0003089459,0.0001651536,0.00003967864,0.002406429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001021187,"threshold_uncertainty_score":0.003002703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01611376973307019,"score_gpt":0.2690213668160664,"score_spread":0.2529075970829962,"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."}}