{"id":"W2737735492","doi":"","title":"Diffusive Loss of Non-Aqueous Phase Organic Solvents from a Disk Source","year":2006,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Chemical and Physical Properties in Aqueous Solutions","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Aqueous solution; Phase (matter); Aqueous two-phase system; Chemistry; Environmental chemistry; Environmental science; Chemical engineering; Organic chemistry; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001543988,0.000465791,0.0006243174,0.00008130658,0.0001109691,0.00002165428,0.0006325017,0.0004631426,0.03634967],"category_scores_gemma":[0.00002663146,0.0004880972,0.0003707121,0.0004489207,0.000117258,0.0001083909,0.0001827444,0.0006398571,0.0001287986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002618428,"about_ca_system_score_gemma":0.00006421067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001385207,"about_ca_topic_score_gemma":0.000329994,"domain_scores_codex":[0.9983203,0.00002901741,0.0003682594,0.000550499,0.000315984,0.0004159127],"domain_scores_gemma":[0.9989349,0.0001083336,0.000266494,0.0003962798,0.0001200905,0.0001738898],"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":[0.0009567407,0.001556061,0.0001005746,0.0006630464,0.0006085341,0.0001360985,0.001399614,0.00060864,0.8559134,0.0002279523,0.002067426,0.1357619],"study_design_scores_gemma":[0.0106623,0.0003846795,0.0001526169,0.002094155,0.001958841,0.000006662801,0.00303788,0.03245019,0.6793255,0.001195169,0.2656089,0.003123092],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6177471,0.000344652,0.01171964,0.0000275899,0.0004816594,0.0004315325,0.0006346459,0.000243957,0.3683692],"genre_scores_gemma":[0.5642911,0.00001989235,0.000151664,0.00001782688,0.0002159884,0.000001860673,0.001464275,0.0000807986,0.4337566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2635415,"threshold_uncertainty_score":0.9997571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006539998632237394,"score_gpt":0.1981179403216725,"score_spread":0.1915779416894351,"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."}}