{"id":"W2753131860","doi":"10.7901/2169-3358-2017.1.000036","title":"Polar Compounds in Oils and Their Aquatic Toxicity","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury Alberta","funders":"","keywords":"Chemistry; Polar; Chemical polarity; Solubility; Environmental chemistry; Organic chemistry; Hydrocarbon; Petroleum; Molecule","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002327548,0.0001366729,0.0001228655,0.00006207108,0.0002181379,0.0003668978,0.0004149539,0.00006443459,0.0004791627],"category_scores_gemma":[0.0002074912,0.000121221,0.0000300774,0.00004645428,0.0002461438,0.0006879123,0.0002279812,0.000152261,0.0001273312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001418024,"about_ca_system_score_gemma":0.00001026537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001146242,"about_ca_topic_score_gemma":0.0008399003,"domain_scores_codex":[0.9990921,0.000005526322,0.0001968396,0.0003004376,0.0002306395,0.0001744657],"domain_scores_gemma":[0.9995919,0.00001649857,0.0001696323,0.00009957927,0.00003503021,0.00008739892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000468021,0.000092214,0.6345213,0.00001905425,0.00001842872,0.000004119366,0.002341816,0.00000275314,0.2266511,0.005464156,0.0003549742,0.1304833],"study_design_scores_gemma":[0.00131311,0.0001235749,0.8881913,0.0001640399,0.000007511913,0.00004704662,0.0007064079,0.02050825,0.05677192,0.01770423,0.01396151,0.0005010741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8660378,0.000007287313,0.00007732133,0.002171515,0.0002124612,0.00004266752,0.000004944231,0.00002884222,0.1314171],"genre_scores_gemma":[0.9981716,0.0000627034,0.0002962723,0.0003095388,0.00005335257,0.00001844194,0.00000312156,0.000008261361,0.001076686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.25367,"threshold_uncertainty_score":0.5246495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01895010952671498,"score_gpt":0.2486178020644564,"score_spread":0.2296676925377414,"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."}}