{"id":"W1491291477","doi":"","title":"DETERMINATION OF DECHLORANE PLUS AND RELATED COMPOUNDS IN THE ENVIRONMENT","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dalian Maritime University; Harbin Institute of Technology; McMaster University","keywords":"Environmental chemistry; Chemistry; Environmental science","routes":{"ca_aff":false,"ca_fund":true,"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":[0.00004852229,0.0001269022,0.0001308035,0.00002284909,0.00002855931,0.000005811905,0.0002147614,0.000153116,0.02406449],"category_scores_gemma":[0.00000298821,0.000119692,0.0000365453,0.0001332668,0.00006537608,0.00007699777,0.00005590666,0.0001803252,0.00001489225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001104003,"about_ca_system_score_gemma":0.000004125467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009544768,"about_ca_topic_score_gemma":0.00009746431,"domain_scores_codex":[0.9994301,0.00001791762,0.0001222219,0.000191261,0.0001319657,0.0001065844],"domain_scores_gemma":[0.9997367,0.00002561399,0.00008420847,0.0001217353,0.000001844188,0.00002993935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006640644,0.0005026456,0.008993594,0.001081233,0.0001020775,0.0004542524,0.02585399,0.001887168,0.2295261,0.0006253044,0.0002124252,0.7300971],"study_design_scores_gemma":[0.01328921,0.0006379018,0.1354913,0.001824781,0.001352664,0.0001570604,0.04578972,0.01922113,0.3915619,0.004191188,0.3814929,0.004990171],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3632423,0.00003699764,0.00004364004,0.000006097738,0.00002841897,0.0001040602,0.000003128816,0.000008771396,0.6365266],"genre_scores_gemma":[0.830916,0.00005411543,0.0002640125,0.000006012228,0.000004449093,9.523998e-7,0.0000702132,0.00001183959,0.1686723],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.725107,"threshold_uncertainty_score":0.9768276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005969038481770973,"score_gpt":0.163293612604739,"score_spread":0.157324574122968,"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."}}