{"id":"W4250890984","doi":"10.1520/mnl12198m","title":"Solvents","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Imperial Oil (Canada)","funders":"","keywords":"Materials science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001571814,0.0001084247,0.00007429996,0.000002498115,0.00001170515,0.000003216702,0.00009598351,0.0001306629,0.1162097],"category_scores_gemma":[0.000001449968,0.00009941497,0.00005187633,0.000003609935,0.0000322031,0.0000278119,0.0001200889,0.0001253667,0.005118094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006066462,"about_ca_system_score_gemma":7.692097e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002494857,"about_ca_topic_score_gemma":4.365607e-7,"domain_scores_codex":[0.9995866,1.829449e-7,0.00006937275,0.0001139414,0.0001137275,0.0001162025],"domain_scores_gemma":[0.9997589,0.000005312716,0.00001784157,0.0001329023,5.626523e-7,0.00008447302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001793539,0.0001270366,0.0006045589,0.0002426954,0.0001732854,0.00004830699,0.000125391,0.0004212703,0.4531924,0.0592338,0.3251348,0.1606785],"study_design_scores_gemma":[0.00003113211,0.000001468027,0.00001087896,0.00001154553,0.00001013775,0.000004041011,2.613903e-7,0.00001483129,0.01974147,0.001685752,0.9783146,0.0001738873],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009296423,0.00006383576,0.00005821086,0.00001190585,0.00004147366,0.00002058755,0.000001887581,0.00004090642,0.9996682],"genre_scores_gemma":[0.01938161,0.00002481187,0.0001991908,0.00005085597,0.0001023033,0.000001040953,0.00001097698,0.00001669274,0.9802125],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6531798,"threshold_uncertainty_score":0.9956565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007765143149835043,"score_gpt":0.1698525272910019,"score_spread":0.1620873841411668,"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."}}