{"id":"W2072598936","doi":"10.1016/j.jconhyd.2003.12.001","title":"Comment on “Mobilization and entry of DNAPL pools into finer sand media by cosolvents: two-dimensional chamber studies” by Michael E. Van Valkenburg and Michael D. Annable","year":2004,"lang":"en","type":"letter","venue":"Journal of Contaminant Hydrology","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Waterloo","funders":"","keywords":"Michael reaction; Environmental science; Chemistry; Organic chemistry","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":[0.005493314,0.001275648,0.001605016,0.0008897917,0.005088774,0.003465007,0.002787669,0.08142592,0.005197742],"category_scores_gemma":[0.02349784,0.001350284,0.001972113,0.0008403543,0.003776215,0.0040397,0.001559912,0.04380542,0.008021084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007131564,"about_ca_system_score_gemma":0.005342534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01863771,"about_ca_topic_score_gemma":0.02405053,"domain_scores_codex":[0.9945607,0.001109906,0.0008906267,0.0009624078,0.001747905,0.0007284741],"domain_scores_gemma":[0.9893503,0.006640459,0.0006586317,0.0002996998,0.002214668,0.0008363598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001068056,0.00003131338,0.0003713328,0.00005082725,0.00001482897,0.0008293104,0.0001491263,0.00006252974,0.0003819697,0.001262424,0.9928308,0.003908808],"study_design_scores_gemma":[0.0001431978,0.0001483847,0.002217852,0.0002795208,0.00006003872,0.0008832839,0.0006329442,0.0004481595,0.001697003,0.004945561,0.9884263,0.0001176579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005967805,0.0009637661,0.0001996932,0.9760809,0.01944151,0.00003363736,0.000131948,0.00006434834,0.002487367],"genre_scores_gemma":[0.002147607,0.0004786055,0.0002613564,0.9806694,0.008471738,0.00006607774,0.00003317281,0.00002269865,0.007849418],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08142592,"threshold_uncertainty_score":0.05174333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009579850801932273,"score_gpt":0.2411507203245317,"score_spread":0.2315708695225994,"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."}}