{"id":"W1549738663","doi":"","title":"Advances in Rock Core VOC Analyses for High Resolution Characterization of Chlorinated Solvent Contamination in a Dolostone Aquifer","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dolostone; Aquifer; Chlorinated solvents; Contamination; Environmental chemistry; Environmental science; Geology; Groundwater; Geochemistry; Chemistry; Geotechnical engineering; Ecology; Sedimentary rock","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":[0.001696528,0.0006896458,0.0004473018,0.001986061,0.0005356243,0.001391983,0.0007873294,0.0004843484,0.001594703],"category_scores_gemma":[0.001286501,0.0004567284,0.0004079352,0.001213428,0.0004806471,0.0007518496,0.0006943521,0.0007473325,0.000607121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00133799,"about_ca_system_score_gemma":0.002265144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03471082,"about_ca_topic_score_gemma":0.1408851,"domain_scores_codex":[0.9988015,0.0001134256,0.00005213645,0.0004030686,0.0005485936,0.00008138028],"domain_scores_gemma":[0.9985875,0.0002102318,0.0002121636,0.0001562951,0.000767627,0.00006635792],"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":[0.00008771378,0.0001129766,0.04484954,0.000640423,0.0001607109,0.0001312349,0.0004446526,0.002795694,0.8037028,0.001731626,0.001821108,0.1435215],"study_design_scores_gemma":[0.00003128982,0.000388045,0.2956653,0.0003934876,0.000264081,0.0009955018,0.001177851,0.03992051,0.5339208,0.002047788,0.1250011,0.0001942215],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6856422,0.01657959,0.2624945,0.0009423908,0.0001770018,0.0005347999,0.007355691,0.001284414,0.02498935],"genre_scores_gemma":[0.5451315,0.01446276,0.4248361,0.0003932196,0.00008697578,0.0003882284,0.003481213,0.0003014364,0.01091861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03471082,"threshold_uncertainty_score":0.06901759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01808190313652077,"score_gpt":0.2380234105901879,"score_spread":0.2199415074536671,"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."}}