{"id":"W4318574667","doi":"10.2139/ssrn.4343099","title":"Assessment of Degradation and Ammonia Emission of Entropy Solvents","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Thermal and Kinetic Analysis","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Ammonia; Environmental science; Degradation (telecommunications); Environmental chemistry; Chemistry; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009427064,0.00005698814,0.0001436959,0.00008398576,0.0000574595,0.00001061891,0.0001041434,0.00002586566,0.00006705932],"category_scores_gemma":[0.00001927128,0.00004241287,0.00004881424,0.000157898,0.00003475484,0.00006791831,0.00003329814,0.0001729686,0.000004648907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007939582,"about_ca_system_score_gemma":0.0002948206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005810762,"about_ca_topic_score_gemma":0.00002997584,"domain_scores_codex":[0.9989096,0.00005449709,0.0002365099,0.00008732956,0.0002311704,0.0004809196],"domain_scores_gemma":[0.9996115,0.00002134712,0.0002087899,0.00007164298,0.00005015039,0.00003658567],"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":[0.00001607084,0.00002871679,0.009635686,0.000009771778,0.00002986393,5.927609e-7,0.00004957775,0.00005462603,0.9751866,0.009657128,0.00001324098,0.005318069],"study_design_scores_gemma":[0.002391271,0.001327658,0.2710604,0.0001830237,0.0003640117,0.0001446521,0.004015678,0.007173741,0.5511693,0.1615219,0.0002779918,0.0003703564],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959503,0.0002497237,0.003531972,0.0001150857,0.0000489184,0.00003080906,0.00000243596,0.000008866254,0.00006184375],"genre_scores_gemma":[0.9978027,0.001306894,0.0002827434,0.000003603061,0.00002904954,6.484586e-7,0.00000292662,0.000004873732,0.0005665331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4240173,"threshold_uncertainty_score":0.1729547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008516900399529837,"score_gpt":0.2674283569560639,"score_spread":0.258911456556534,"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."}}