{"id":"W2285654943","doi":"10.1016/j.chemosphere.2015.11.122","title":"Impact of temperature, pH, and salinity changes on the physico-chemical properties of model naphthenic acids","year":2015,"lang":"en","type":"article","venue":"Chemosphere","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University","funders":"Trent University","keywords":"Chemistry; Salinity; Partition coefficient; Sodium; Environmental chemistry; Chromatography; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001003001,0.0001576703,0.0002868245,0.000006149437,0.00003417111,0.00001987927,0.0001906022,0.0001098734,0.000035065],"category_scores_gemma":[0.0001089436,0.00008778649,0.0001200556,0.0001105329,0.0001897139,0.00003516871,0.00005363367,0.0001851906,0.000001372053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003501425,"about_ca_system_score_gemma":0.0001078697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004792172,"about_ca_topic_score_gemma":0.000002481743,"domain_scores_codex":[0.9993044,0.00001047099,0.0001477717,0.0001818312,0.000210089,0.0001454511],"domain_scores_gemma":[0.9993366,0.00002322257,0.0001224106,0.0003122579,0.0001334311,0.0000720505],"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":[0.0001073284,0.0001275183,0.0009506301,0.0001517218,0.0001191075,2.943774e-7,0.0005940063,0.0001297933,0.9953694,0.00001241633,0.0002990673,0.002138705],"study_design_scores_gemma":[0.0003358538,0.00003102777,0.00002379267,0.0001628097,0.00005821316,0.000001905798,0.0004699758,0.00499836,0.9935886,0.0001954481,0.00002364231,0.0001104318],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934027,0.0009835338,0.000001639019,0.0001558814,0.000004830077,0.000008392235,0.00002086248,0.00002452154,0.005397601],"genre_scores_gemma":[0.9985135,0.00002796402,0.00006087932,0.00003065061,0.00006057883,0.000004966718,0.000006001885,0.00001594746,0.001279562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005110711,"threshold_uncertainty_score":0.3579829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04171881799515127,"score_gpt":0.2655623873677371,"score_spread":0.2238435693725858,"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."}}